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[FreeCourseSite.com] Udemy - Algorithmic Trading A-Z with Python, Machine Learning & AWS
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0. Websites you may like
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[CourseClub.Me].url - 122 B
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[FreeCourseSite.com].url - 127 B
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[GigaCourse.Com].url - 49 B
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1. Getting Started
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1. What is Algorithmic Trading Course Overview.mp4 - 38.27 MB
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1. What is Algorithmic Trading Course Overview.srt - 6.13 KB
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1.1 Overview.pdf - 476.76 KB
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2. How to get the best out of this course.mp4 - 37.57 MB
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2. How to get the best out of this course.srt - 6.89 KB
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3. Did you know... (what Data can tell us about Day Trading).mp4 - 39.24 MB
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3. Did you know... (what Data can tell us about Day Trading).srt - 5.43 KB
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3.1 did_you_know.pdf - 429.34 KB
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4. Test your knowledge.html - 203 B
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5. Student FAQ.html - 10.09 KB
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6. LEGAL DISCLAIMER (MUST READ!) .html - 2.56 KB
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10. Introduction to Time Series Data in Pandas
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1. Importing Time Series Data from csv-files.mp4 - 34.42 MB
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1. Importing Time Series Data from csv-files.srt - 9.93 KB
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2. Converting strings to datetime objects with pd.to_datetime().mp4 - 48.85 MB
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2. Converting strings to datetime objects with pd.to_datetime().srt - 11.12 KB
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3. Indexing and Slicing Time Series.mp4 - 40.63 MB
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3. Indexing and Slicing Time Series.srt - 8.14 KB
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4. Downsampling Time Series with resample().mp4 - 72.18 MB
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4. Downsampling Time Series with resample().srt - 16.73 KB
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5. Coding Exercise 1.mp4 - 35.91 MB
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5. Coding Exercise 1.srt - 5.81 KB
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11. Financial Data Analysis with Pandas - an Introduction
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1. Getting Ready (Installing required library).mp4 - 18.34 MB
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1. Getting Ready (Installing required library).srt - 2.53 KB
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10. Coding Exercise 2.html - 158 B
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11. Simple Returns vs. Log Returns.mp4 - 32.65 MB
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11. Simple Returns vs. Log Returns.srt - 11.09 KB
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12. Importing Financial Data from Excel.mp4 - 80.7 MB
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12. Importing Financial Data from Excel.srt - 13.89 KB
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13. Simple Moving Averages (SMA) with rolling().mp4 - 40.98 MB
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13. Simple Moving Averages (SMA) with rolling().srt - 10.89 KB
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14. Momentum Trading Strategies with SMAs.mp4 - 33.01 MB
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14. Momentum Trading Strategies with SMAs.srt - 8.7 KB
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15. Exponentially-weighted Moving Averages (EWMA).mp4 - 23.79 MB
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15. Exponentially-weighted Moving Averages (EWMA).srt - 5.63 KB
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16. Merging Aligning Financial Time Series (hands-on).mp4 - 25.9 MB
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16. Merging Aligning Financial Time Series (hands-on).srt - 6.01 KB
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2. Importing Stock Price Data from Yahoo Finance.mp4 - 58.5 MB
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2. Importing Stock Price Data from Yahoo Finance.srt - 10.2 KB
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3. Initial Inspection and Visualization.mp4 - 36.34 MB
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3. Initial Inspection and Visualization.srt - 6.06 KB
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4. Normalizing Time Series to a Base Value (100).mp4 - 37.36 MB
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4. Normalizing Time Series to a Base Value (100).srt - 7.66 KB
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5. The shift() method.mp4 - 29.49 MB
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5. The shift() method.srt - 8.69 KB
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6. The methods diff() and pct_change().mp4 - 32.71 MB
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6. The methods diff() and pct_change().srt - 8.36 KB
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7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4 - 34.87 MB
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7. Measuring Stock Performance with MEAN Returns and STD of Returns.srt - 10.77 KB
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8. Financial Time Series - Return and Risk.mp4 - 44.93 MB
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8. Financial Time Series - Return and Risk.srt - 10.35 KB
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9. Financial Time Series - Covariance and Correlation.mp4 - 21.04 MB
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9. Financial Time Series - Covariance and Correlation.srt - 5.51 KB
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12. Advanced Topics
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1. Helpful DatetimeIndex Attributes and Methods.mp4 - 37.38 MB
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1. Helpful DatetimeIndex Attributes and Methods.srt - 7.22 KB
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2. Filling NA Values with bfill, ffill and interpolation.mp4 - 68.43 MB
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2. Filling NA Values with bfill, ffill and interpolation.srt - 11.98 KB
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3. Timezones and Converting (Part 1).mp4 - 29.36 MB
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3. Timezones and Converting (Part 1).srt - 5.37 KB
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4. Timezones and Converting (Part 2).mp4 - 36.91 MB
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4. Timezones and Converting (Part 2).srt - 5.53 KB
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13. Object Oriented Programming (OOP) Creating a Financial Analysis Class
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1. Introduction to OOP and examples for Classes.mp4 - 63.75 MB
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1. Introduction to OOP and examples for Classes.srt - 12.26 KB
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1.1 OOP.pdf - 479.5 KB
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10. The method set_ticker().mp4 - 25.15 MB
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10. The method set_ticker().srt - 3.43 KB
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11. Adding more methods and performance metrics.mp4 - 45.38 MB
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11. Adding more methods and performance metrics.srt - 6.49 KB
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12. Inheritance.mp4 - 78.88 MB
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12. Inheritance.srt - 9.35 KB
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13. Inheritance and the super() Function.mp4 - 53.87 MB
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13. Inheritance and the super() Function.srt - 7.12 KB
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14. Adding meaningful Docstrings.mp4 - 50.03 MB
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14. Adding meaningful Docstrings.srt - 7.38 KB
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15. Creating and Importing Python Modules (.py).mp4 - 20.8 MB
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15. Creating and Importing Python Modules (.py).srt - 4.25 KB
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16. Coding Exercise 3 Create your own Class.mp4 - 37.05 MB
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16. Coding Exercise 3 Create your own Class.srt - 8.12 KB
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2. The Financial Analysis Class live in action (Part 1).mp4 - 27.26 MB
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2. The Financial Analysis Class live in action (Part 1).srt - 5.24 KB
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3. The Financial Analysis Class live in action (Part 2).mp4 - 19.75 MB
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3. The Financial Analysis Class live in action (Part 2).srt - 4.05 KB
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4. The special method __init__().mp4 - 35.03 MB
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4. The special method __init__().srt - 9.03 KB
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5. The method get_data().mp4 - 42.74 MB
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5. The method get_data().srt - 6.78 KB
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6. The method log_returns().mp4 - 22.98 MB
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6. The method log_returns().srt - 3.51 KB
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7. String representation and the special method __repr__().mp4 - 22.13 MB
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7. String representation and the special method __repr__().srt - 3.89 KB
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8. The methods plot_prices() and plot_returns().mp4 - 34.11 MB
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8. The methods plot_prices() and plot_returns().srt - 5.87 KB
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9. Encapsulation and protected Attributes.mp4 - 24.06 MB
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9. Encapsulation and protected Attributes.srt - 4.37 KB
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14. +++ PART 3 Defining and Testing Trading Strategies +++
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1. Introduction to Part 3.mp4 - 41.33 MB
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1. Introduction to Part 3.srt - 7.97 KB
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2. Trading Strategies - an Overview.mp4 - 46.94 MB
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2. Trading Strategies - an Overview.srt - 7.88 KB
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2.1 strategy_overview.pdf - 401.07 KB
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3. Downloads for Part 3.html - 123 B
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3.1 Part3_Materials.zip - 2.24 MB
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4. Getting the Data.mp4 - 20.26 MB
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4. Getting the Data.srt - 4.54 KB
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5. A simple Buy and Hold Strategy.mp4 - 26.11 MB
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5. A simple Buy and Hold Strategy.srt - 5.88 KB
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6. Performance Metrics.mp4 - 38.07 MB
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6. Performance Metrics.srt - 7.36 KB
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15. Defining and Backtesting SMA Strategies
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1. SMA Crossover Strategies - Overview.mp4 - 44.01 MB
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1. SMA Crossover Strategies - Overview.srt - 5.64 KB
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10. Creating the Class (Part 5).mp4 - 21.08 MB
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10. Creating the Class (Part 5).srt - 3.16 KB
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11. Creating the Class (Part 6).mp4 - 36.35 MB
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11. Creating the Class (Part 6).srt - 5.4 KB
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12. Creating the Class (Part 7).mp4 - 25.1 MB
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12. Creating the Class (Part 7).srt - 3.14 KB
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13. Creating the Class (Part 8).mp4 - 32.75 MB
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13. Creating the Class (Part 8).srt - 5.14 KB
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2. Defining an SMA Crossover Strategy.mp4 - 43.69 MB
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2. Defining an SMA Crossover Strategy.srt - 7.7 KB
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3. Vectorized Strategy Backtesting.mp4 - 58.33 MB
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3. Vectorized Strategy Backtesting.srt - 9.54 KB
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4. Finding the optimal SMA Strategy.mp4 - 82.77 MB
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4. Finding the optimal SMA Strategy.srt - 12.6 KB
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5. Generalization with OOP An SMA Backtesting Class in action.mp4 - 73.61 MB
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5. Generalization with OOP An SMA Backtesting Class in action.srt - 11.36 KB
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6. Creating the Class (Part 1).mp4 - 20.26 MB
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6. Creating the Class (Part 1).srt - 3.85 KB
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7. Creating the Class (Part 2).mp4 - 65.52 MB
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7. Creating the Class (Part 2).srt - 8.25 KB
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8. Creating the Class (Part 3).mp4 - 39.38 MB
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8. Creating the Class (Part 3).srt - 7.31 KB
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9. Creating the Class (Part 4).mp4 - 38.46 MB
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9. Creating the Class (Part 4).srt - 5.49 KB
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16. Defining and Backtesting simple MomentumContrarian Strategies
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1. Simple ContrarianMomentum Strategies - Overview.mp4 - 19.97 MB
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1. Simple ContrarianMomentum Strategies - Overview.srt - 4.39 KB
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10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).mp4 - 37.69 MB
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10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).srt - 5.7 KB
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2. Getting the Data.mp4 - 15.39 MB
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2. Getting the Data.srt - 2.88 KB
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3. Excursus Your FAQs answered.mp4 - 31.16 MB
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3. Excursus Your FAQs answered.srt - 5.09 KB
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4. Defining a simple Contrarian Strategy.mp4 - 21.46 MB
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4. Defining a simple Contrarian Strategy.srt - 3.8 KB
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5. Vectorized Strategy Backtesting.mp4 - 28.93 MB
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5. Vectorized Strategy Backtesting.srt - 4.79 KB
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6. Changing the Window Parameter.mp4 - 39.18 MB
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6. Changing the Window Parameter.srt - 6.1 KB
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7. Trades and Trading Costs (Part 1).mp4 - 59.04 MB
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7. Trades and Trading Costs (Part 1).srt - 10.02 KB
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8. Trades and Trading Costs (Part 2).mp4 - 21.94 MB
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8. Trades and Trading Costs (Part 2).srt - 3.43 KB
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9. Generalization with OOP A Contrarian Backtesting Class in action.mp4 - 60.65 MB
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9. Generalization with OOP A Contrarian Backtesting Class in action.srt - 8.84 KB
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17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)
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1. Mean-Reversion Strategies - Overview.mp4 - 51.41 MB
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1. Mean-Reversion Strategies - Overview.srt - 6.54 KB
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2. Getting the Data.mp4 - 11.62 MB
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2. Getting the Data.srt - 2.21 KB
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3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4 - 29.79 MB
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3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).srt - 4.99 KB
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4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4 - 70.65 MB
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4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).srt - 10.09 KB
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5. Vectorized Strategy Backtesting.mp4 - 40.2 MB
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5. Vectorized Strategy Backtesting.srt - 6.39 KB
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6. Generalization with OOP A Bollinger Bands Backtesting Class in action.mp4 - 50.74 MB
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6. Generalization with OOP A Bollinger Bands Backtesting Class in action.srt - 7.71 KB
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7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4 - 35.29 MB
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7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).srt - 4.7 KB
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18. Trading Strategies powered by Machine Learning - Regression
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1. Machine Learning - an Overview.mp4 - 42.53 MB
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1. Machine Learning - an Overview.srt - 7.89 KB
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1.1 ML.pdf - 492.27 KB
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10. In-Sample Backtesting and the Look-ahead-bias.mp4 - 20.18 MB
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10. In-Sample Backtesting and the Look-ahead-bias.srt - 4.6 KB
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11. Out-Sample Forward Testing.mp4 - 30.44 MB
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11. Out-Sample Forward Testing.srt - 4.9 KB
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2. Linear Regression with scikit-learn - a simple Introduction.mp4 - 48.3 MB
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2. Linear Regression with scikit-learn - a simple Introduction.srt - 9.18 KB
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3. Making Predictions with Linear Regression.mp4 - 16.24 MB
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3. Making Predictions with Linear Regression.srt - 3.78 KB
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4. Overfitting.mp4 - 38.4 MB
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4. Overfitting.srt - 7.3 KB
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5. Underfitting.mp4 - 23.56 MB
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5. Underfitting.srt - 4.49 KB
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6. Getting the Data.mp4 - 9.5 MB
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6. Getting the Data.srt - 1.83 KB
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7. A simple Linear Model to predict Financial Returns (Part 1).mp4 - 17.79 MB
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7. A simple Linear Model to predict Financial Returns (Part 1).srt - 3.99 KB
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8. A simple Linear Model to predict Financial Returns (Part 2).mp4 - 42.74 MB
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8. A simple Linear Model to predict Financial Returns (Part 2).srt - 7.4 KB
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9. A Multiple Regression Model to predict Financial Returns.mp4 - 36.68 MB
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9. A Multiple Regression Model to predict Financial Returns.srt - 6.5 KB
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19. Trading Strategies powered by Machine Learning - Classification
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1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4 - 27.92 MB
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1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).srt - 6.01 KB
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2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4 - 35.79 MB
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2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).srt - 7.22 KB
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3. Getting and Preparing the Data.mp4 - 17.03 MB
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3. Getting and Preparing the Data.srt - 3.52 KB
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4. Predicting Market Direction with Logistic Regression.mp4 - 27.44 MB
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4. Predicting Market Direction with Logistic Regression.srt - 3.85 KB
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5. In-Sample Backtesting and the Look-ahead-bias.mp4 - 14.19 MB
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5. In-Sample Backtesting and the Look-ahead-bias.srt - 2.88 KB
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6. Out-Sample Forward Testing.mp4 - 20.11 MB
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6. Out-Sample Forward Testing.srt - 3.58 KB
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7. Generalization with OOP A Classification Backtesting Class in action.mp4 - 73.47 MB
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7. Generalization with OOP A Classification Backtesting Class in action.srt - 11.59 KB
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8. The Classification Backtesting Class explained (Part 1).mp4 - 54.45 MB
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8. The Classification Backtesting Class explained (Part 1).srt - 8.13 KB
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9. The Classification Backtesting Class explained (Part 2).mp4 - 35.22 MB
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9. The Classification Backtesting Class explained (Part 2).srt - 4.88 KB
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2. +++ PART 1 Day Trading, Online Brokers and APIs +++
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1. Our very first Trade.mp4 - 13.9 MB
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1. Our very first Trade.srt - 2.14 KB
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2. Long Term Investing vs. (Algorithmic) Day Trading.mp4 - 30.9 MB
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2. Long Term Investing vs. (Algorithmic) Day Trading.srt - 5.56 KB
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2.1 Trading_vs_investing.pdf - 529.76 KB
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3. Spot Trading vs. Derivatives Trading (Part 1).mp4 - 57.79 MB
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3. Spot Trading vs. Derivatives Trading (Part 1).srt - 10 KB
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3.1 Spot_vs_Futures.pdf - 253.73 KB
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4. Spot Trading vs. Derivatives Trading (Part 2).mp4 - 67.47 MB
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4. Spot Trading vs. Derivatives Trading (Part 2).srt - 10.19 KB
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5. Overview & the Brokers OANDA and FXCM.mp4 - 30.27 MB
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5. Overview & the Brokers OANDA and FXCM.srt - 5.98 KB
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5.1 Brokers.pdf - 553.71 KB
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20. Advanced Backtesting Techniques
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1. Introduction to Iterative Backtesting (event-driven).mp4 - 30.12 MB
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1. Introduction to Iterative Backtesting (event-driven).srt - 5.01 KB
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1.1 Event_Driven_BT.pdf - 385.67 KB
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10. Creating an Iterative Base Class (Part 7).mp4 - 50.4 MB
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10. Creating an Iterative Base Class (Part 7).srt - 7.5 KB
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11. Creating an Iterative Base Class (Part 8).mp4 - 56.36 MB
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11. Creating an Iterative Base Class (Part 8).srt - 6.97 KB
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12. Adding the Iterative Backtest Child Class for SMA (Part 1).mp4 - 53.08 MB
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12. Adding the Iterative Backtest Child Class for SMA (Part 1).srt - 6.5 KB
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13. Adding the Iterative Backtest Child Class for SMA (Part 2).mp4 - 78.37 MB
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13. Adding the Iterative Backtest Child Class for SMA (Part 2).srt - 9.92 KB
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14. Using Modules and adding Docstrings.mp4 - 38.88 MB
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14. Using Modules and adding Docstrings.srt - 5.6 KB
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15. OOP Challenge Add Contrarian and Bollinger Strategies.mp4 - 65.82 MB
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15. OOP Challenge Add Contrarian and Bollinger Strategies.srt - 7.93 KB
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2. A first Intuition on Iterative Backtesting (Part 1).mp4 - 34.82 MB
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2. A first Intuition on Iterative Backtesting (Part 1).srt - 6.78 KB
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3. A first Intuition on Iterative Backtesting (Part 2).mp4 - 38.02 MB
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3. A first Intuition on Iterative Backtesting (Part 2).srt - 5.78 KB
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4. Creating an Iterative Base Class (Part 1).mp4 - 27.18 MB
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4. Creating an Iterative Base Class (Part 1).srt - 5.16 KB
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5. Creating an Iterative Base Class (Part 2).mp4 - 16.92 MB
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5. Creating an Iterative Base Class (Part 2).srt - 2.91 KB
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6. Creating an Iterative Base Class (Part 3).mp4 - 15.15 MB
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6. Creating an Iterative Base Class (Part 3).srt - 2.69 KB
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7. Creating an Iterative Base Class (Part 4).mp4 - 49.37 MB
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7. Creating an Iterative Base Class (Part 4).srt - 8.05 KB
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8. Creating an Iterative Base Class (Part 5).mp4 - 39.36 MB
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8. Creating an Iterative Base Class (Part 5).srt - 6.14 KB
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9. Creating an Iterative Base Class (Part 6).mp4 - 33.79 MB
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9. Creating an Iterative Base Class (Part 6).srt - 4.7 KB
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21. +++ PART 4 Real-time Implementation and Automation of Strategies +++
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1. Introduction and Overview.mp4 - 10.78 MB
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1. Introduction and Overview.srt - 2.17 KB
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2. Downloads for Part 4.html - 123 B
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2.1 Part4_Materials.zip - 736.39 KB
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22. Implementation and Automation with OANDA (UPDATED!)
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1. Updating the Wrapper Package (Part 1).html - 359 B
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10. Storing and resampling real-time tick data (Part 4).mp4 - 64.12 MB
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10. Storing and resampling real-time tick data (Part 4).srt - 8.8 KB
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11. Storing and resampling real-time tick data (Part 5).mp4 - 30.87 MB
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11. Storing and resampling real-time tick data (Part 5).srt - 4.44 KB
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12. Working with historical data and real-time tick data (Part 1).mp4 - 49.43 MB
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12. Working with historical data and real-time tick data (Part 1).srt - 9.23 KB
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13. Working with historical data and real-time tick data (Part 2).mp4 - 49.06 MB
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13. Working with historical data and real-time tick data (Part 2).srt - 7.19 KB
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14. Working with historical data and real-time tick data (Part 3).mp4 - 30.04 MB
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14. Working with historical data and real-time tick data (Part 3).srt - 4.07 KB
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15. Defining a simple Contrarian Strategy.mp4 - 51.66 MB
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15. Defining a simple Contrarian Strategy.srt - 6.61 KB
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16. Placing Orders and Executing Trades.mp4 - 57.49 MB
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16. Placing Orders and Executing Trades.srt - 6.69 KB
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17. Trade Monitoring and Reporting.mp4 - 84.56 MB
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17. Trade Monitoring and Reporting.srt - 9.2 KB
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18. Trading other Strategies - Coding Challenge.mp4 - 12.56 MB
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18. Trading other Strategies - Coding Challenge.srt - 2.09 KB
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19. Implementing an SMA Crossover Strategy (Solution).mp4 - 37.04 MB
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19. Implementing an SMA Crossover Strategy (Solution).srt - 4.25 KB
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2. Updating the Wrapper Package (Part 2).mp4 - 25.41 MB
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2. Updating the Wrapper Package (Part 2).srt - 3.27 KB
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20. Implementing a Bollinger Bands Strategy (Solution).mp4 - 30.4 MB
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20. Implementing a Bollinger Bands Strategy (Solution).srt - 3.34 KB
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21. Machine Learning Strategies (1) - Model Fitting.mp4 - 33.75 MB
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21. Machine Learning Strategies (1) - Model Fitting.srt - 6.41 KB
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22. Machine Learning Strategies (2) - Implementation.mp4 - 61.58 MB
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22. Machine Learning Strategies (2) - Implementation.srt - 7.28 KB
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23. Importing a Trader Module Class.mp4 - 19.19 MB
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23. Importing a Trader Module Class.srt - 2.87 KB
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24. Excursus Printing all ticks in a Command PromptTerminal.html - 533 B
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25. Running a Python Trader Script.mp4 - 58.72 MB
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25. Running a Python Trader Script.srt - 7.2 KB
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3. Weekend and Bank Holiday Alert.html - 381 B
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4. Historical Data, real-time Data and Orders (Recap).mp4 - 72.76 MB
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4. Historical Data, real-time Data and Orders (Recap).srt - 9.92 KB
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5. Preview A Trader Class live in action.mp4 - 47.96 MB
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5. Preview A Trader Class live in action.srt - 5.79 KB
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6. How to collect and store real-time tick data.mp4 - 40.41 MB
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6. How to collect and store real-time tick data.srt - 6.29 KB
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7. Storing and resampling real-time tick data (Part 1).mp4 - 59.83 MB
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7. Storing and resampling real-time tick data (Part 1).srt - 8.6 KB
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8. Storing and resampling real-time tick data (Part 2).mp4 - 45.99 MB
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8. Storing and resampling real-time tick data (Part 2).srt - 5.73 KB
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9. Storing and resampling real-time tick data (Part 3).mp4 - 32.13 MB
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9. Storing and resampling real-time tick data (Part 3).srt - 5.24 KB
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23. Implementation and Automation with FXCM (Updated!)
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1. Weekend and Bank Holiday Alert.html - 381 B
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10. Working with historical data and real-time tick data (Part 1).mp4 - 34.52 MB
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10. Working with historical data and real-time tick data (Part 1).srt - 6.72 KB
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11. Working with historical data and real-time tick data (Part 2).mp4 - 49.57 MB
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11. Working with historical data and real-time tick data (Part 2).srt - 6.27 KB
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12. Working with historical data and real-time tick data (Part 3).mp4 - 29.94 MB
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12. Working with historical data and real-time tick data (Part 3).srt - 3.98 KB
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13. Defining a Simple Contrarian Trading Strategy.mp4 - 42.25 MB
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13. Defining a Simple Contrarian Trading Strategy.srt - 5.48 KB
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14. Placing Orders and Executing Trades.mp4 - 58.21 MB
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14. Placing Orders and Executing Trades.srt - 8.3 KB
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15. Trade Monitoring and Reporting.mp4 - 56.16 MB
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15. Trade Monitoring and Reporting.srt - 6.71 KB
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16. Trading other Strategies - Coding Challenge.mp4 - 14.07 MB
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16. Trading other Strategies - Coding Challenge.srt - 2.19 KB
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17. SMA Crossover and Bollinger Bands (Solution).mp4 - 41.79 MB
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17. SMA Crossover and Bollinger Bands (Solution).srt - 4.83 KB
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18. Machine Learning Strategies (1) - Model Fitting.mp4 - 33.86 MB
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18. Machine Learning Strategies (1) - Model Fitting.srt - 6.41 KB
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19. Machine Learning Strategies (2) - Implementation.mp4 - 53.91 MB
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19. Machine Learning Strategies (2) - Implementation.srt - 6.14 KB
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2. Historical Data, real-time Data and Orders (Recap).mp4 - 65.82 MB
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2. Historical Data, real-time Data and Orders (Recap).srt - 10.42 KB
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20. Excursus Printing all ticks in a Command PromptTerminal.html - 533 B
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21. Running a Python Script.mp4 - 47.66 MB
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21. Running a Python Script.srt - 6.88 KB
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3. Troubleshooting FXCM Server Connection Issues.html - 4.04 KB
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4. Preview A Trader Class live in action.mp4 - 50.8 MB
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4. Preview A Trader Class live in action.srt - 6.21 KB
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5. Collecting and storing real-time tick data.mp4 - 53.99 MB
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5. Collecting and storing real-time tick data.srt - 7.92 KB
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6. Storing and resampling real-time tick data (Part 1).mp4 - 64.55 MB
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6. Storing and resampling real-time tick data (Part 1).srt - 9.07 KB
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7. A Trader Class.mp4 - 39.47 MB
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7. A Trader Class.srt - 6.26 KB
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8. Storing and resampling real-time tick data (Part 2).mp4 - 68.17 MB
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8. Storing and resampling real-time tick data (Part 2).srt - 9.14 KB
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9. Storing and resampling real-time tick data (Part 3).mp4 - 25.25 MB
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9. Storing and resampling real-time tick data (Part 3).srt - 3.52 KB
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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation
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1. Introduction and Motivation.mp4 - 20.22 MB
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1. Introduction and Motivation.srt - 3.26 KB
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1.1 cloud.pdf - 366.36 KB
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10. How to schedule Trading sessions with the Task Scheduler.mp4 - 39.23 MB
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10. How to schedule Trading sessions with the Task Scheduler.srt - 5.02 KB
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11. How to stop Trading Sessions (OANDA).mp4 - 49.48 MB
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11. How to stop Trading Sessions (OANDA).srt - 7.08 KB
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12. How to stop Trading Sessions (FXCM).mp4 - 45.87 MB
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12. How to stop Trading Sessions (FXCM).srt - 5.58 KB
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2. Demonstration AWS EC2 for Algorithmic Trading live in action.mp4 - 54.72 MB
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2. Demonstration AWS EC2 for Algorithmic Trading live in action.srt - 6.9 KB
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3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4 - 18.24 MB
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3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.srt - 2.79 KB
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4. How to create an EC2 Instance.mp4 - 71.79 MB
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4. How to create an EC2 Instance.srt - 8.94 KB
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5. How to connect to your EC2 Instance.mp4 - 33.13 MB
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5. How to connect to your EC2 Instance.srt - 4.4 KB
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6. Getting the Instance Ready for Algorithmic Trading.mp4 - 60.04 MB
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6. Getting the Instance Ready for Algorithmic Trading.srt - 6.61 KB
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7. Weekend and Bank Holiday Alert.html - 381 B
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8. How to run Python Scripts in a Windows Command Prompt.mp4 - 29.98 MB
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8. How to run Python Scripts in a Windows Command Prompt.srt - 3.8 KB
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9. How to start Trading sessions with Batch (.bat) Files.mp4 - 31.63 MB
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9. How to start Trading sessions with Batch (.bat) Files.srt - 4.15 KB
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25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++
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1. Overview.mp4 - 10.23 MB
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1. Overview.srt - 2.21 KB
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2. Downloads for PART 5.html - 123 B
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2.1 Part5_Materials.zip - 1.76 MB
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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!
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1. Introduction and Preparing the Data.mp4 - 36.83 MB
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1. Introduction and Preparing the Data.srt - 6.05 KB
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2. The best time to trade (Part 1).mp4 - 19.04 MB
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2. The best time to trade (Part 1).srt - 3.7 KB
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3. The best time to trade (Part 2).mp4 - 19.06 MB
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3. The best time to trade (Part 2).srt - 3.74 KB
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4. Spreads during the busy hours.mp4 - 13.24 MB
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4. Spreads during the busy hours.srt - 2.05 KB
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5. The Impact of Granularity.mp4 - 28.19 MB
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5. The Impact of Granularity.srt - 4.78 KB
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6. Conclusions.mp4 - 18.02 MB
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6. Conclusions.srt - 2.4 KB
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27. Working with two or many Strategies (Combination)
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1. Introduction.mp4 - 11.47 MB
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1. Introduction.srt - 2.55 KB
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2. Strategy 1 SMA.mp4 - 13.27 MB
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2. Strategy 1 SMA.srt - 2.72 KB
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3. Strategy 2 Mean Reversion.mp4 - 14.55 MB
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3. Strategy 2 Mean Reversion.srt - 2.83 KB
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4. Combining both Strategies - Alternative 1.mp4 - 37.47 MB
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4. Combining both Strategies - Alternative 1.srt - 6.41 KB
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5. Taking into account busy Trading Hours.mp4 - 15.21 MB
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5. Taking into account busy Trading Hours.srt - 2.95 KB
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6. Strategy Backtesting.mp4 - 10.87 MB
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6. Strategy Backtesting.srt - 1.94 KB
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7. Combining both Strategies - Alternative 2.mp4 - 22.17 MB
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7. Combining both Strategies - Alternative 2.srt - 2.96 KB
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8. Strategy Optimization.mp4 - 68.54 MB
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8. Strategy Optimization.srt - 10.02 KB
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28. A Machine Learning-powered Strategy A-Z (DNN)
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1. Project Overview.mp4 - 23.79 MB
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1. Project Overview.srt - 6.75 KB
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1.1 DNN.pdf - 431.06 KB
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10. Prediction & Out-Sample Forward Testing.mp4 - 48.27 MB
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10. Prediction & Out-Sample Forward Testing.srt - 8.1 KB
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11. Saving Model and Parameters.mp4 - 18.24 MB
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11. Saving Model and Parameters.srt - 3.05 KB
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12. Important Notices.html - 822 B
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13. Implementation (Oanda & FXCM).mp4 - 112.43 MB
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13. Implementation (Oanda & FXCM).srt - 13.51 KB
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2. Installation of Tensorflow & Keras (Part 1).html - 555 B
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3. Installation of Tensorflow & Keras (Part 2).mp4 - 49.81 MB
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3. Installation of Tensorflow & Keras (Part 2).srt - 7.54 KB
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4. Getting and Preparing the Data.mp4 - 8.43 MB
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4. Getting and Preparing the Data.srt - 1.41 KB
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5. Adding LabelsFeatures.mp4 - 37.73 MB
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5. Adding LabelsFeatures.srt - 7 KB
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6. Adding lags.mp4 - 19.23 MB
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6. Adding lags.srt - 2.68 KB
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7. Splitting into Train and Test Set.mp4 - 9.83 MB
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7. Splitting into Train and Test Set.srt - 2.36 KB
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8. Feature ScalingEngineering.mp4 - 26.39 MB
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8. Feature ScalingEngineering.srt - 3.52 KB
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9. Creating and Fitting the DNN Model.mp4 - 47.63 MB
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9. Creating and Fitting the DNN Model.srt - 8.64 KB
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29. Error Handling How to make your Trading Bot more stable and reliable
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1. Introduction.mp4 - 19.55 MB
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1. Introduction.srt - 6.16 KB
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10. How to limit the number of retries.mp4 - 13.68 MB
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10. How to limit the number of retries.srt - 2.89 KB
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11. Waiting periods between re-tries.mp4 - 25.86 MB
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11. Waiting periods between re-tries.srt - 4.98 KB
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12. Implementation with Oanda V20 Connection Issues.mp4 - 36.15 MB
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12. Implementation with Oanda V20 Connection Issues.srt - 4.04 KB
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13. Oanda Error Handling (Part 1).mp4 - 44.54 MB
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13. Oanda Error Handling (Part 1).srt - 6.92 KB
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14. Oanda Error Handling (Part 2).mp4 - 64.14 MB
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14. Oanda Error Handling (Part 2).srt - 8.83 KB
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15. Oanda Error Handling (Part 3).mp4 - 34.55 MB
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15. Oanda Error Handling (Part 3).srt - 4.21 KB
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16. Implementation with FXCM APIServer Issues.mp4 - 20.83 MB
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16. Implementation with FXCM APIServer Issues.srt - 2.78 KB
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17. FXCM Error Handling (Part 1).mp4 - 41.84 MB
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17. FXCM Error Handling (Part 1).srt - 5.44 KB
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18. FXCM Error Handling (Part 2).mp4 - 38.16 MB
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18. FXCM Error Handling (Part 2).srt - 5.84 KB
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2. Section Materials Notebooks.html - 122 B
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3. Python Errors (Exceptions).mp4 - 6.83 MB
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3. Python Errors (Exceptions).srt - 1.93 KB
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4. try and except.mp4 - 8.89 MB
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4. try and except.srt - 3.06 KB
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5. Catching specific Errors.mp4 - 7.56 MB
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5. Catching specific Errors.srt - 1.89 KB
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6. The Exception class.mp4 - 5.67 MB
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6. The Exception class.srt - 1.37 KB
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7. try, except, else.mp4 - 25.15 MB
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7. try, except, else.srt - 3.73 KB
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8. finally.mp4 - 20.12 MB
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8. finally.srt - 4.2 KB
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9. Try again (...until it works).mp4 - 21.27 MB
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9. Try again (...until it works).srt - 5.31 KB
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3. Day Trading with OANDA A-Z a Deep Dive
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1. OANDA at a first glance.mp4 - 65.91 MB
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1. OANDA at a first glance.srt - 9.18 KB
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10. Our third Trade A-Z - Going Short EURUSD.mp4 - 61.88 MB
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10. Our third Trade A-Z - Going Short EURUSD.srt - 7.93 KB
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10.1 Short_EUR.xlsx - 35.48 KB
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11. Netting vs. Hedging.mp4 - 60.84 MB
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11. Netting vs. Hedging.srt - 7.5 KB
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12. Market, Limit and Stop Orders.mp4 - 39.27 MB
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12. Market, Limit and Stop Orders.srt - 6.07 KB
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13. Take-Profit and Stop-Loss Orders.mp4 - 24.44 MB
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13. Take-Profit and Stop-Loss Orders.srt - 3.93 KB
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14. A more general Example.mp4 - 30.79 MB
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14. A more general Example.srt - 4.73 KB
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15. Trading Challenge.html - 569 B
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2. How to create an Account.mp4 - 48.28 MB
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2. How to create an Account.srt - 7.95 KB
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3. FOREX Currency Exchange Rates explained.mp4 - 59.54 MB
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3. FOREX Currency Exchange Rates explained.srt - 9.8 KB
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3.1 Currency.pdf - 113.63 KB
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4. Our second Trade - EURUSD FOREX Trading.mp4 - 42.93 MB
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4. Our second Trade - EURUSD FOREX Trading.srt - 4.75 KB
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5. How to calculate Profit & Loss of a Trade.mp4 - 48.85 MB
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5. How to calculate Profit & Loss of a Trade.srt - 7.43 KB
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5.1 Long_EUR.xlsx - 40.06 KB
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6. Trading Costs and Performance Attribution.mp4 - 69.54 MB
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6. Trading Costs and Performance Attribution.srt - 12.5 KB
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6.1 spread.pdf - 112.17 KB
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7. Margin and Leverage.mp4 - 70.56 MB
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7. Margin and Leverage.srt - 8.17 KB
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8. Margin Closeout and more.mp4 - 41.31 MB
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8. Margin Closeout and more.srt - 8.2 KB
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9. Introduction to Charting.mp4 - 39.66 MB
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9. Introduction to Charting.srt - 5.71 KB
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9.1 Candlestick.pdf - 92.6 KB
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30. +++ APPENDIX Python Crash Course +++
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1. Overview.mp4 - 6.85 MB
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1. Overview.srt - 1.82 KB
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31. Appendix 1 Python (& Finance) Basics
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1. Section Downloads.html - 124 B
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1.1 Appendix1_Materials.zip - 18.91 KB
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10. More on Variables and Memory.mp4 - 22.22 MB
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10. More on Variables and Memory.srt - 8.04 KB
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11. Variables - Dos, Don´ts and Conventions.mp4 - 17.06 MB
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11. Variables - Dos, Don´ts and Conventions.srt - 4.75 KB
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11.1 keywords.pdf - 69.44 KB
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12. The print() Function.mp4 - 17.42 MB
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12. The print() Function.srt - 5.14 KB
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13. Coding Exercise 1.mp4 - 46.77 MB
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13. Coding Exercise 1.srt - 11.51 KB
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14. TVM Problems with many Cashflows.mp4 - 10.47 MB
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14. TVM Problems with many Cashflows.srt - 4.48 KB
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14.1 FV_many.pdf - 185.95 KB
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15. Intro to Python Lists.mp4 - 7.77 MB
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15. Intro to Python Lists.srt - 3.01 KB
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16. Zero-based Indexing and negative Indexing in Python (Theory).mp4 - 7.44 MB
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16. Zero-based Indexing and negative Indexing in Python (Theory).srt - 3.4 KB
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16.1 Indexing.pdf - 122.88 KB
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17. Indexing Lists.mp4 - 13.87 MB
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17. Indexing Lists.srt - 3.76 KB
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18. For Loops - Iterating over Lists.mp4 - 29.91 MB
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18. For Loops - Iterating over Lists.srt - 9.79 KB
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19. The range Object - another Iterable.mp4 - 17.08 MB
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19. The range Object - another Iterable.srt - 5.97 KB
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2. Intro to the Time Value of Money (TVM) Concept (Theory).mp4 - 16.49 MB
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2. Intro to the Time Value of Money (TVM) Concept (Theory).srt - 7.5 KB
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2.1 TVM.pdf - 195.76 KB
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20. Calculate FV and PV for many Cashflows.mp4 - 33.52 MB
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20. Calculate FV and PV for many Cashflows.srt - 9.12 KB
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20.1 PV_FV_many.pdf - 194.55 KB
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21. The Net Present Value - NPV (Theory).mp4 - 33.29 MB
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21. The Net Present Value - NPV (Theory).srt - 9.76 KB
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21.1 NPV.pdf - 245.66 KB
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22. Calculate an Investment Project´s NPV.mp4 - 14.34 MB
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22. Calculate an Investment Project´s NPV.srt - 3.63 KB
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23. Coding Exercise 2.mp4 - 37.98 MB
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23. Coding Exercise 2.srt - 10.02 KB
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24. Data Types in Action.mp4 - 24.33 MB
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24. Data Types in Action.srt - 7.55 KB
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25. The Data Type Hierarchy (Theory).mp4 - 10.78 MB
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25. The Data Type Hierarchy (Theory).srt - 4.3 KB
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25.1 Type_Hierarchy.pdf - 162.43 KB
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26. Excursus Dynamic Typing in Python.mp4 - 5.2 MB
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26. Excursus Dynamic Typing in Python.srt - 1.99 KB
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27. Build-in Functions.mp4 - 25.39 MB
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27. Build-in Functions.srt - 7.72 KB
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27.1 Built_in_func.pdf - 92.61 KB
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28. Integers.mp4 - 10.97 MB
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28. Integers.srt - 3.9 KB
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29. Floats.mp4 - 24.33 MB
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29. Floats.srt - 6.83 KB
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3. Calculate Future Values (FV) with Python Compounding.mp4 - 12.76 MB
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3. Calculate Future Values (FV) with Python Compounding.srt - 4.3 KB
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30. How to round Floats (and Integers) with round().mp4 - 20.91 MB
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30. How to round Floats (and Integers) with round().srt - 6.55 KB
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31. More on Lists.mp4 - 24.59 MB
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31. More on Lists.srt - 6.48 KB
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32. Lists and Element-wise Operations.mp4 - 17.58 MB
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32. Lists and Element-wise Operations.srt - 5.37 KB
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33. Slicing Lists.mp4 - 20.13 MB
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33. Slicing Lists.srt - 5.02 KB
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34. Slicing Cheat Sheet.html - 108 B
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34.1 Slicing_cheatsheet.pdf - 105.28 KB
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35. Changing Elements in Lists.mp4 - 10.12 MB
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35. Changing Elements in Lists.srt - 3.32 KB
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36. Sorting and Reversing Lists.mp4 - 13.19 MB
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36. Sorting and Reversing Lists.srt - 4.48 KB
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37. Adding and removing Elements fromto Lists.mp4 - 38.54 MB
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37. Adding and removing Elements fromto Lists.srt - 11.47 KB
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38. Mutable vs. immutable Objects (Part 1).mp4 - 34.5 MB
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38. Mutable vs. immutable Objects (Part 1).srt - 10.31 KB
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39. Mutable vs. immutable Objects (Part 2).mp4 - 21.86 MB
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39. Mutable vs. immutable Objects (Part 2).srt - 5.87 KB
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39.1 Python_for_Finance_Mutability.pdf - 166.74 KB
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4. Calculate Present Values (FV) with Python Discounting.mp4 - 10.06 MB
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4. Calculate Present Values (FV) with Python Discounting.srt - 3.06 KB
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40. Coding Exercise 3.mp4 - 53.8 MB
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40. Coding Exercise 3.srt - 13.2 KB
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41. Tuples.mp4 - 29.79 MB
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41. Tuples.srt - 8.31 KB
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42. Dictionaries.mp4 - 31.03 MB
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42. Dictionaries.srt - 7.87 KB
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43. Intro to Strings.mp4 - 40.83 MB
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43. Intro to Strings.srt - 9.85 KB
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44. String Replacement.mp4 - 17.31 MB
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44. String Replacement.srt - 4.88 KB
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45. Booleans.mp4 - 8.89 MB
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45. Booleans.srt - 2.81 KB
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46. Operators (Theory).mp4 - 11.7 MB
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46. Operators (Theory).srt - 5.31 KB
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46.1 Operators.pdf - 145.62 KB
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47. Comparison, Logical and Membership Operators in Action.mp4 - 35.53 MB
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47. Comparison, Logical and Membership Operators in Action.srt - 9.48 KB
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48. Coding Exercise 4.mp4 - 42.3 MB
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48. Coding Exercise 4.srt - 10.91 KB
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49. Conditional Statements.mp4 - 38.63 MB
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49. Conditional Statements.srt - 10.52 KB
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5. Interest Rates and Returns (Theory).mp4 - 14.19 MB
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5. Interest Rates and Returns (Theory).srt - 6.05 KB
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5.1 Interest_Rates.pdf - 197.82 KB
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50. Keywords pass, continue and break.mp4 - 39.39 MB
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50. Keywords pass, continue and break.srt - 11.58 KB
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51. Calculate a Project´s Payback Period.mp4 - 21.87 MB
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51. Calculate a Project´s Payback Period.srt - 5.56 KB
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52. Introduction to while loops.mp4 - 35.65 MB
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52. Introduction to while loops.srt - 8.68 KB
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53. Coding Exercise 5.html - 158 B
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6. Calculate Interest Rates and Returns with Python.mp4 - 19.26 MB
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6. Calculate Interest Rates and Returns with Python.srt - 4.85 KB
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7. Introduction to Variables.mp4 - 18.13 MB
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7. Introduction to Variables.srt - 6.37 KB
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8. Excursus How to add inline comments.mp4 - 11.25 MB
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8. Excursus How to add inline comments.srt - 3.52 KB
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9. Variables and Memory (Theory).mp4 - 5.47 MB
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9. Variables and Memory (Theory).srt - 2.45 KB
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9.1 Variables.pdf - 142.98 KB
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32. Appendix 2 User-defined Functions (required for OOP)
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1. Section Downloads.html - 124 B
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1.1 Appendix2_Materials.zip - 3.14 KB
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10. Coding Exercise 6.html - 156 B
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2. Defining your first user-defined Function.mp4 - 27.36 MB
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2. Defining your first user-defined Function.srt - 7.33 KB
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3. What´s the difference between Positional Arguments vs. Keyword Arguments.mp4 - 36.34 MB
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3. What´s the difference between Positional Arguments vs. Keyword Arguments.srt - 7.5 KB
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4. How to work with Default Arguments.mp4 - 28.48 MB
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4. How to work with Default Arguments.srt - 6.82 KB
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5. The Default Argument None.mp4 - 26.79 MB
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5. The Default Argument None.srt - 7.42 KB
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6. How to unpack Iterables.mp4 - 18.62 MB
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6. How to unpack Iterables.srt - 5.58 KB
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7. Sequences as arguments and args.mp4 - 26.28 MB
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7. Sequences as arguments and args.srt - 6.32 KB
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8. How to return many results.mp4 - 13.44 MB
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8. How to return many results.srt - 3.36 KB
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9. Scope - easily explained.mp4 - 35.26 MB
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9. Scope - easily explained.srt - 10.01 KB
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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course
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1. Downloads for this Section.html - 124 B
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1.1 Appendix3_Materials.zip - 656.29 KB
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10. Boolean Arrays and Conditional Filtering.mp4 - 18.14 MB
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10. Boolean Arrays and Conditional Filtering.srt - 5.62 KB
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11. Advanced Filtering & Bitwise Operators.mp4 - 28.18 MB
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11. Advanced Filtering & Bitwise Operators.srt - 7.24 KB
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12. Determining a Project´s Payback Period with np.where().mp4 - 22.54 MB
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12. Determining a Project´s Payback Period with np.where().srt - 5.89 KB
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13. Creating Numpy Arrays from Scratch.mp4 - 37.87 MB
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13. Creating Numpy Arrays from Scratch.srt - 6.12 KB
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14. Coding Exercise 7.html - 158 B
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15. How to work with nested Lists.mp4 - 18.24 MB
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15. How to work with nested Lists.srt - 5.37 KB
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16. 2-dimensional Numpy Arrays.mp4 - 16.13 MB
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16. 2-dimensional Numpy Arrays.srt - 4.63 KB
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17. How to slice 2-dim Numpy Arrays (Part 1).mp4 - 28.93 MB
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17. How to slice 2-dim Numpy Arrays (Part 1).srt - 6.72 KB
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18. How to slice 2-dim Numpy Arrays (Part 2).mp4 - 8.75 MB
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18. How to slice 2-dim Numpy Arrays (Part 2).srt - 2.43 KB
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19. Recap Changing Elements in a Numpy Array slice.mp4 - 16.51 MB
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19. Recap Changing Elements in a Numpy Array slice.srt - 4.4 KB
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2. Modules, Packages and Libraries - No need to reinvent the Wheel.mp4 - 32.02 MB
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2. Modules, Packages and Libraries - No need to reinvent the Wheel.srt - 9.01 KB
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20. How to perform row-wise and column-wise Operations.mp4 - 22.47 MB
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20. How to perform row-wise and column-wise Operations.srt - 5.54 KB
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21. Coding Exercise 8.html - 158 B
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22. Intro to Tabular Data Pandas.mp4 - 18.08 MB
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22. Intro to Tabular Data Pandas.srt - 5.64 KB
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23. Create your very first Pandas DataFrame (from csv).mp4 - 62.52 MB
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23. Create your very first Pandas DataFrame (from csv).srt - 10.37 KB
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24. Pandas Display Options and the methods head() & tail().mp4 - 40.48 MB
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24. Pandas Display Options and the methods head() & tail().srt - 7.77 KB
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25. First Data Inspection.mp4 - 56.02 MB
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25. First Data Inspection.srt - 14.46 KB
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26. Coding Exercise 9.html - 159 B
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27. Selecting Columns.mp4 - 26.63 MB
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27. Selecting Columns.srt - 6.54 KB
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28. Selecting one Column with the dot notation.mp4 - 8.55 MB
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28. Selecting one Column with the dot notation.srt - 2.75 KB
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29. Zero-based Indexing and Negative Indexing.mp4 - 10.18 MB
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29. Zero-based Indexing and Negative Indexing.srt - 3.97 KB
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3. Numpy Arrays.mp4 - 35.7 MB
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3. Numpy Arrays.srt - 9.28 KB
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30. Selecting Rows with iloc (position-based indexing).mp4 - 65.01 MB
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30. Selecting Rows with iloc (position-based indexing).srt - 11.52 KB
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31. Slicing Rows and Columns with iloc (position-based indexing).mp4 - 24.28 MB
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31. Slicing Rows and Columns with iloc (position-based indexing).srt - 5.37 KB
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32. Position-based Indexing Cheat Sheets.html - 440 B
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32.1 pandas_iloc.pdf - 72 KB
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33. Selecting Rows with loc (label-based indexing).mp4 - 21.32 MB
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33. Selecting Rows with loc (label-based indexing).srt - 3.87 KB
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34. Slicing Rows and Columns with loc (label-based indexing).mp4 - 77.57 MB
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34. Slicing Rows and Columns with loc (label-based indexing).srt - 11.64 KB
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35. Label-based Indexing Cheat Sheets.html - 701 B
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35.1 Pandas_loc.pdf - 67.8 KB
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36. Summary, Best Practices and Outlook.mp4 - 42.02 MB
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36. Summary, Best Practices and Outlook.srt - 7.7 KB
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37. Coding Exercise 10.html - 159 B
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38. First Steps with Pandas Series.mp4 - 18.99 MB
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38. First Steps with Pandas Series.srt - 4.98 KB
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39. Analyzing Numerical Series with unique(), nunique() and value_counts().mp4 - 67.14 MB
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39. Analyzing Numerical Series with unique(), nunique() and value_counts().srt - 16.1 KB
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4. Indexing and Slicing Numpy Arrays.mp4 - 13.67 MB
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4. Indexing and Slicing Numpy Arrays.srt - 3.24 KB
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40. Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4 - 36.17 MB
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40. Analyzing non-numerical Series with unique(), nunique(), value_counts().srt - 8.5 KB
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41. The copy() method.mp4 - 20.78 MB
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41. The copy() method.srt - 5.27 KB
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42. Sorting of Series and Introduction to the inplace - parameter.mp4 - 33.42 MB
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42. Sorting of Series and Introduction to the inplace - parameter.srt - 11.04 KB
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43. First Steps with Pandas Index Objects.mp4 - 37.14 MB
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43. First Steps with Pandas Index Objects.srt - 6.83 KB
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44. Changing Row Index with set_index() and reset_index().mp4 - 63.07 MB
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44. Changing Row Index with set_index() and reset_index().srt - 11.79 KB
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45. Changing Column Labels.mp4 - 17.97 MB
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45. Changing Column Labels.srt - 4.03 KB
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46. Renaming Index & Column Labels with rename().mp4 - 27.99 MB
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46. Renaming Index & Column Labels with rename().srt - 4.72 KB
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47. Filtering DataFrames (one Condition).mp4 - 44.85 MB
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47. Filtering DataFrames (one Condition).srt - 12.78 KB
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48. Filtering DataFrames by many Conditions (AND).mp4 - 21.23 MB
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48. Filtering DataFrames by many Conditions (AND).srt - 5.34 KB
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49. Filtering DataFrames by many Conditions (OR).mp4 - 25.79 MB
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49. Filtering DataFrames by many Conditions (OR).srt - 5.7 KB
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5. Vectorized Operations with Numpy Arrays.mp4 - 18.73 MB
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5. Vectorized Operations with Numpy Arrays.srt - 4.59 KB
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50. Advanced Filtering with between(), isin() and ~.mp4 - 54.43 MB
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50. Advanced Filtering with between(), isin() and ~.srt - 8.98 KB
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51. Intro to NA Values missing Values.mp4 - 38.16 MB
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51. Intro to NA Values missing Values.srt - 11.03 KB
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52. Handling NA Values missing Values.mp4 - 56.25 MB
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52. Handling NA Values missing Values.srt - 12.95 KB
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53. Exporting DataFrames to csv.mp4 - 10.59 MB
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53. Exporting DataFrames to csv.srt - 2.63 KB
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54. Summary Statistics and Accumulations.mp4 - 46.93 MB
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54. Summary Statistics and Accumulations.srt - 11.74 KB
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55. Visualization with Matplotlib (Intro).mp4 - 59.12 MB
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55. Visualization with Matplotlib (Intro).srt - 10.77 KB
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56. Customization of Plots.mp4 - 84.12 MB
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56. Customization of Plots.srt - 14.45 KB
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57. Histogramms (Part 1).mp4 - 20.46 MB
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57. Histogramms (Part 1).srt - 5.4 KB
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58. Histogramms (Part 2).mp4 - 28.85 MB
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58. Histogramms (Part 2).srt - 7.99 KB
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59. Scatterplots.mp4 - 29.46 MB
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59. Scatterplots.srt - 8.34 KB
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6. Changing Elements in Numpy Arrays & Mutability.mp4 - 24.52 MB
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6. Changing Elements in Numpy Arrays & Mutability.srt - 6.65 KB
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6.1 Mutability_arrays.pdf - 121.74 KB
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60. First Steps with Seaborn.mp4 - 18.25 MB
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60. First Steps with Seaborn.srt - 6.88 KB
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61. Categorical Seaborn Plots.mp4 - 70.72 MB
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61. Categorical Seaborn Plots.srt - 16.75 KB
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62. Seaborn Regression Plots.mp4 - 66.52 MB
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62. Seaborn Regression Plots.srt - 14.25 KB
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63. Seaborn Heatmaps.mp4 - 35.71 MB
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63. Seaborn Heatmaps.srt - 10.32 KB
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64. Removing Columns.mp4 - 29.62 MB
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64. Removing Columns.srt - 6.19 KB
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65. Introduction to GroupBy Operations.mp4 - 8.09 MB
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65. Introduction to GroupBy Operations.srt - 2.69 KB
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66. Understanding the GroupBy Object.mp4 - 39.43 MB
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66. Understanding the GroupBy Object.srt - 10.04 KB
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67. Splitting with many Keys.mp4 - 42.24 MB
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67. Splitting with many Keys.srt - 8.3 KB
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68. split-apply-combine.mp4 - 40.1 MB
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68. split-apply-combine.srt - 12.17 KB
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7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4 - 19.26 MB
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7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.srt - 5.78 KB
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7.1 Slicing_arrays.pdf - 122.52 KB
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8. Numpy Array Methods and Attributes.mp4 - 21.98 MB
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8. Numpy Array Methods and Attributes.srt - 6.27 KB
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9. Numpy Universal Functions.mp4 - 17.77 MB
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9. Numpy Universal Functions.srt - 4.76 KB
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34. What´s next (outlook and additional resources)
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1. Bonus Lecture.html - 12.02 KB
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4. FOREX Day Trading with FXCM
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1. FXCM at a first glance.mp4 - 67.52 MB
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1. FXCM at a first glance.srt - 7.09 KB
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2. How to create an Account.mp4 - 53.89 MB
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2. How to create an Account.srt - 7.43 KB
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3. Example Trade Buying EURUSD.mp4 - 24.42 MB
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3. Example Trade Buying EURUSD.srt - 3.43 KB
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4. Trade Analysis.mp4 - 18.81 MB
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4. Trade Analysis.srt - 3.96 KB
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4.1 Long_EUR_fxcm.xlsx - 26.34 KB
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5. Charting.mp4 - 13.7 MB
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5. Charting.srt - 1.5 KB
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6. Closing Positions vs. Hedging Positions.mp4 - 18.49 MB
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6. Closing Positions vs. Hedging Positions.srt - 2.56 KB
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7. Order Types at a glance.mp4 - 27.53 MB
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7. Order Types at a glance.srt - 3.97 KB
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8. Trading Challenge.html - 511 B
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5. Installing Python and Jupyter Notebooks
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1. Introduction.mp4 - 8.91 MB
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1. Introduction.srt - 2.08 KB
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2. Download and Install Anaconda.mp4 - 60.88 MB
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2. Download and Install Anaconda.srt - 9.04 KB
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3. How to open Jupyter Notebooks.mp4 - 50.92 MB
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3. How to open Jupyter Notebooks.srt - 11.17 KB
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4. How to work with Jupyter Notebooks.mp4 - 53.46 MB
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4. How to work with Jupyter Notebooks.srt - 17.55 KB
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5. Tips for Python Beginners.mp4 - 6.2 MB
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5. Tips for Python Beginners.srt - 1.42 KB
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6. Excursus How to avoid and debug Coding Errors (don´t skip!)
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1. Introduction.mp4 - 17.15 MB
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1. Introduction.srt - 3.7 KB
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10. Getting help on StackOverflow.com.mp4 - 39.52 MB
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10. Getting help on StackOverflow.com.srt - 7.4 KB
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11. How to traceback more complex Errors.mp4 - 96.84 MB
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11. How to traceback more complex Errors.srt - 11.48 KB
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12. Problems with the Python Installation.mp4 - 34 MB
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12. Problems with the Python Installation.srt - 7.41 KB
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13. External Factors and Issues.mp4 - 17.43 MB
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13. External Factors and Issues.srt - 5.22 KB
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14. Errors related to the course content (Transcription Errors).mp4 - 16.4 MB
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14. Errors related to the course content (Transcription Errors).srt - 5.12 KB
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15. Summary and Debugging Flow-Chart.mp4 - 26.36 MB
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15. Summary and Debugging Flow-Chart.srt - 8.73 KB
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2. Test your debugging skills!.mp4 - 58.59 MB
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2. Test your debugging skills!.srt - 11.65 KB
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3. Major reasons for Coding Errors.mp4 - 5.39 MB
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3. Major reasons for Coding Errors.srt - 1.49 KB
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4. The most commonly made Errors at a glance.mp4 - 35.49 MB
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4. The most commonly made Errors at a glance.srt - 6.7 KB
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5. Omitting cells, changing the sequence and more.mp4 - 50.01 MB
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5. Omitting cells, changing the sequence and more.srt - 8.11 KB
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6. IndexErrors.mp4 - 31.09 MB
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6. IndexErrors.srt - 5.29 KB
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7. Indentation Errors.mp4 - 12.21 MB
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7. Indentation Errors.srt - 4.19 KB
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8. Misuse of function names and keywords.mp4 - 12.37 MB
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8. Misuse of function names and keywords.srt - 3.16 KB
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9. TypeErrors and ValueErrors.mp4 - 16.75 MB
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9. TypeErrors and ValueErrors.srt - 4.32 KB
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7. Trading with Python and OANDAFXCM - an Introduction
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1. How to maximize your learning experience.html - 203 B
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10. OANDA How to place Orders and execute Trades.mp4 - 85.46 MB
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10. OANDA How to place Orders and execute Trades.srt - 10.42 KB
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11. Trading Challenge.html - 446 B
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12. FXCM Commands to install required packages.html - 626 B
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13. FXCM How to install the FXCM API Wrapper.mp4 - 32.54 MB
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13. FXCM How to install the FXCM API Wrapper.srt - 3.52 KB
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14. FXCM Getting the Access Token & other Preparations.mp4 - 21.07 MB
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14. FXCM Getting the Access Token & other Preparations.srt - 3.36 KB
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14.1 FXCM_firststeps.zip - 1.48 KB
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15. FXCM Connecting to the APIServer.mp4 - 42.81 MB
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15. FXCM Connecting to the APIServer.srt - 8.08 KB
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16. Troubleshooting FXCM Server Connection Issues.html - 4.04 KB
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17. FXCM How to load Historical Price Data (Part 1).mp4 - 51.78 MB
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17. FXCM How to load Historical Price Data (Part 1).srt - 6.85 KB
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18. FXCM How to load Historical Price Data (Part 2).mp4 - 43.26 MB
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18. FXCM How to load Historical Price Data (Part 2).srt - 5.24 KB
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19. FXCM Streaming high-frequency real-time Data.mp4 - 47.68 MB
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19. FXCM Streaming high-frequency real-time Data.srt - 7.2 KB
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2. Overview.mp4 - 4.52 MB
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2. Overview.srt - 1.33 KB
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20. FXCM How to place Orders and execute Trades.mp4 - 45.97 MB
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20. FXCM How to place Orders and execute Trades.srt - 7.79 KB
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21. Trading Challenge.html - 445 B
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3. OANDA Commands to install required packages.html - 409 B
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4. OANDA How to install the OANDA API Wrapper.mp4 - 28.38 MB
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4. OANDA How to install the OANDA API Wrapper.srt - 3.65 KB
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5. OANDA Getting the API Key & other Preparations.mp4 - 31.49 MB
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5. OANDA Getting the API Key & other Preparations.srt - 5.74 KB
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5.1 Oanda_firststeps.zip - 1.23 KB
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6. OANDA Connecting to the APIServer.mp4 - 48.32 MB
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6. OANDA Connecting to the APIServer.srt - 8.17 KB
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7. OANDA How to load Historical Price Data (Part 1).mp4 - 57.36 MB
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7. OANDA How to load Historical Price Data (Part 1).srt - 8.3 KB
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8. OANDA How to load Historical Price Data (Part 2).mp4 - 33.46 MB
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8. OANDA How to load Historical Price Data (Part 2).srt - 4.03 KB
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9. OANDA Streaming high-frequency real-time Data.mp4 - 25.8 MB
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9. OANDA Streaming high-frequency real-time Data.srt - 4 KB
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8. Conclusion and Outlook
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1. Conclusion and Outlook.mp4 - 3.95 MB
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1. Conclusion and Outlook.srt - 928 B
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9. +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++
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0. Websites you may like
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[CourseClub.Me].url - 122 B
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[FreeCourseSite.com].url - 127 B
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[GigaCourse.Com].url - 49 B
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1. Introduction and Downloads Part 2.mp4 - 17.93 MB
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1. Introduction and Downloads Part 2.srt - 3.32 KB
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1.1 Part2_Materials.zip - 1.85 MB
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InfoHash:
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Last updated:
May 1, 2023
File count:
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