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Torrent Details
Spark and Python for Big Data with PySpark
Category:
Ebook/Course
Size:
1.56 GB
Seeders:
15
Leechers:
4
Downloads:
61
Uploaded:
Jun 16, 2021
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Spark and Python for Big Data with PySpark
Spark and Python for Big Data with PySpark
4. AWS EC2 PySpark Set-up
2. Creating the EC2 Instance.mp4
- 62.98 MB
1. AWS EC2 Set-up Guide.mp4
- 5.29 MB
1. AWS EC2 Set-up Guide.vtt
- 3.92 KB
2. Creating the EC2 Instance.vtt
- 21.21 KB
3. SSH with Mac or Linux.mp4
- 9.25 MB
3. SSH with Mac or Linux.vtt
- 6.52 KB
4. Installations on EC2.mp4
- 50.41 MB
4. Installations on EC2.vtt
- 17.68 KB
READ_ME.txt
- 407 B
1. Introduction to Course
1. Introduction.mp4
- 11.61 MB
1. Introduction.vtt
- 4 KB
2. Course Overview.mp4
- 14.44 MB
2. Course Overview.vtt
- 12.85 KB
2.1 Python-and-Spark-for-Big-Data-master.zip.zip
- 1.67 MB
2.2 Course Overview Slides.html
- 161 B
3. Frequently Asked Questions.html
- 447 B
3.1 Python-and-Spark-for-Big-Data-master.zip.zip
- 1.67 MB
4. What is Spark Why Python.mp4
- 48.15 MB
4. What is Spark Why Python.vtt
- 26.91 KB
4.1 Spark and Python Slides.html
- 161 B
READ_ME.txt
- 407 B
2. Setting up Python with Spark
1. Set-up Overview.mp4
- 10.83 MB
1. Set-up Overview.vtt
- 9 KB
1.1 Slides for Installation Options Overview.html
- 161 B
1.2 Slides for Installation.html
- 161 B
2. Note on Installation Sections.html
- 347 B
3. Local VirtualBox Set-up
1. Local Installation VirtualBox Part 1.mp4
- 37.69 MB
1. Local Installation VirtualBox Part 1.vtt
- 15.87 KB
2. Local Installation VirtualBox Part 2.mp4
- 46.49 MB
2. Local Installation VirtualBox Part 2.vtt
- 16.39 KB
3. Setting up PySpark.mp4
- 15.55 MB
3. Setting up PySpark.vtt
- 7.25 KB
5. Databricks Setup
1. Databricks Setup.mp4
- 27.62 MB
1. Databricks Setup.vtt
- 16.54 KB
6. AWS EMR Cluster Setup
1. AWS EMR Setup.mp4
- 45.34 MB
1. AWS EMR Setup.vtt
- 23.13 KB
7. Python Crash Course
1. Introduction to Python Crash Course.mp4
- 3.09 MB
1. Introduction to Python Crash Course.vtt
- 2.11 KB
1.1 Slides for Python Crash Course.html
- 161 B
2. Jupyter Notebook Overview.mp4
- 13.21 MB
2. Jupyter Notebook Overview.vtt
- 9.94 KB
3. Python Crash Course Part One.mp4
- 29.53 MB
3. Python Crash Course Part One.vtt
- 20.66 KB
4. Python Crash Course Part Two.mp4
- 22.25 MB
4. Python Crash Course Part Two.vtt
- 15.07 KB
5. Python Crash Course Part Three.mp4
- 23.17 MB
5. Python Crash Course Part Three.vtt
- 14.01 KB
6. Python Crash Course Exercises.mp4
- 5.01 MB
6. Python Crash Course Exercises.vtt
- 2.15 KB
7. Python Crash Course Exercise Solutions.mp4
- 25.1 MB
7. Python Crash Course Exercise Solutions.vtt
- 11.18 KB
8. Spark DataFrame Basics
1. Introduction to Spark DataFrames.mp4
- 4.7 MB
1. Introduction to Spark DataFrames.vtt
- 3.2 KB
1.1 Slides for Spark DataFrame Basics.html
- 161 B
2. Spark DataFrame Basics.mp4
- 21.08 MB
2. Spark DataFrame Basics.vtt
- 14.34 KB
3. Spark DataFrame Basics Part Two.mp4
- 19.72 MB
3. Spark DataFrame Basics Part Two.vtt
- 12.64 KB
4. Spark DataFrame Basic Operations.mp4
- 27.58 MB
4. Spark DataFrame Basic Operations.vtt
- 14.01 KB
5. Groupby and Aggregate Operations.mp4
- 28.82 MB
5. Groupby and Aggregate Operations.vtt
- 16.52 KB
6. Missing Data.mp4
- 17.23 MB
6. Missing Data.vtt
- 11.71 KB
7. Dates and Timestamps.mp4
- 24.13 MB
7. Dates and Timestamps.vtt
- 12.71 KB
9. Spark DataFrame Project Exercise
1. DataFrame Project Exercise.mp4
- 11.9 MB
1. DataFrame Project Exercise.vtt
- 4.79 KB
2. DataFrame Project Exercise Solutions.mp4
- 45.06 MB
2. DataFrame Project Exercise Solutions.vtt
- 19.62 KB
10. Introduction to Machine Learning with MLlib
1. Introduction to Machine Learning and ISLR.mp4
- 18.92 MB
1. Introduction to Machine Learning and ISLR.vtt
- 15.45 KB
1.1 Slides for ML Intro.html
- 161 B
2. Machine Learning with Spark and Python with MLlib.mp4
- 51.33 MB
2. Machine Learning with Spark and Python with MLlib.vtt
- 13.91 KB
11. Linear Regression
1. Linear Regression Theory and Reading.mp4
- 9.89 MB
1. Linear Regression Theory and Reading.vtt
- 7.16 KB
1.1 Slides for Linear Regression.html
- 161 B
2. Linear Regression Documentation Example.mp4
- 40.64 MB
2. Linear Regression Documentation Example.vtt
- 19.09 KB
3. Regression Evaluation.mp4
- 11.97 MB
3. Regression Evaluation.vtt
- 9.53 KB
4. Linear Regression Example Code Along.mp4
- 39.18 MB
4. Linear Regression Example Code Along.vtt
- 20.3 KB
4.1 Ecommerce_Customers.csv.csv
- 84.83 KB
5. Linear Regression Consulting Project.mp4
- 6.75 MB
5. Linear Regression Consulting Project.vtt
- 4.32 KB
6. Linear Regression Consulting Project Solutions.mp4
- 38.76 MB
6. Linear Regression Consulting Project Solutions.vtt
- 19.87 KB
12. Logistic Regression
1. Logistic Regression Theory and Reading.mp4
- 20.65 MB
1. Logistic Regression Theory and Reading.vtt
- 15.64 KB
1.1 Slides for Logistic Regression.html
- 161 B
2. Logistic Regression Example Code Along.mp4
- 53.37 MB
2. Logistic Regression Example Code Along.vtt
- 20.6 KB
3. Logistic Regression Code Along.mp4
- 41.48 MB
3. Logistic Regression Code Along.vtt
- 23.97 KB
3.1 Great Example from Databricks.html
- 150 B
3.2 Explanation of AUC.html
- 148 B
4. Logistic Regression Consulting Project.mp4
- 6.34 MB
4. Logistic Regression Consulting Project.vtt
- 4.7 KB
5. Logistic Regression Consulting Project Solutions.mp4
- 33.97 MB
5. Logistic Regression Consulting Project Solutions.vtt
- 13.37 KB
13. Decision Trees and Random Forests
1. Tree Methods Theory and Reading.mp4
- 14.66 MB
1. Tree Methods Theory and Reading.vtt
- 10.38 KB
1.1 Slides for Tree Methods.html
- 161 B
2. Tree Methods Documentation Examples.mp4
- 34.16 MB
2. Tree Methods Documentation Examples.vtt
- 18.11 KB
3. Decision Tress and Random Forest Code Along Examples.mp4
- 49.11 MB
3. Decision Tress and Random Forest Code Along Examples.vtt
- 26.76 KB
4. Random Forest - Classification Consulting Project.mp4
- 5.41 MB
4. Random Forest - Classification Consulting Project.vtt
- 3.38 KB
5. Random Forest Classification Consulting Project Solutions.mp4
- 15.92 MB
5. Random Forest Classification Consulting Project Solutions.vtt
- 10.31 KB
14. K-means Clustering
1. K-means Clustering Theory and Reading.mp4
- 12.9 MB
1. K-means Clustering Theory and Reading.vtt
- 9.39 KB
1.1 Slides for Clustering.html
- 161 B
2. KMeans Clustering Documentation Example.mp4
- 20.85 MB
2. KMeans Clustering Documentation Example.vtt
- 12.88 KB
3. Clustering Example Code Along.mp4
- 27.88 MB
3. Clustering Example Code Along.vtt
- 16.29 KB
4. Clustering Consulting Project.mp4
- 6.59 MB
4. Clustering Consulting Project.vtt
- 4.18 KB
5. Clustering Consulting Project Solutions.mp4
- 23.04 MB
5. Clustering Consulting Project Solutions.vtt
- 10.06 KB
15. Collaborative Filtering for Recommender Systems
1. Introduction to Recommender Systems.mp4
- 12.68 MB
1. Introduction to Recommender Systems.vtt
- 8.89 KB
1.1 Recommender Slides.html
- 161 B
2. Recommender System - Code Along Project.mp4
- 24.6 MB
2. Recommender System - Code Along Project.vtt
- 15.7 KB
16. Natural Language Processing
1. Introduction to Natural Language Processing.mp4
- 14.33 MB
1. Introduction to Natural Language Processing.vtt
- 11.65 KB
1.1 NLP Slides.html
- 161 B
2. NLP Tools Part One.mp4
- 36.19 MB
2. NLP Tools Part One.vtt
- 19.99 KB
3. NLP Tools Part Two.mp4
- 18.87 MB
3. NLP Tools Part Two.vtt
- 9.45 KB
4. Natural Language Processing Code Along Project.mp4
- 35.21 MB
4. Natural Language Processing Code Along Project.vtt
- 17.15 KB
17. Spark Streaming with Python
1. Introduction to Streaming with Spark!.mp4
- 32.63 MB
1. Introduction to Streaming with Spark!.vtt
- 15.41 KB
1.1 Spark Streaming Slides.html
- 161 B
2. Spark Streaming Documentation Example.mp4
- 28.58 MB
2. Spark Streaming Documentation Example.vtt
- 15.27 KB
3. Spark Streaming Twitter Project - Part.mp4
- 11.79 MB
3. Spark Streaming Twitter Project - Part.vtt
- 6.38 KB
4. Spark Streaming Twitter Project - Part Two.mp4
- 29.31 MB
4. Spark Streaming Twitter Project - Part Two.vtt
- 15.86 KB
5. Spark Streaming Twitter Project - Part Three.mp4
- 55 MB
5. Spark Streaming Twitter Project - Part Three.vtt
- 25.52 KB
18. Bonus
1. Bonus Lecture Coupons.html
- 5.79 KB
READ_ME.txt
- 407 B
Trackers
Seeders
Leechers
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udp://tracker.opentrackr.org:1337/announce
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udp://tracker.torrent.eu.org:451/announce
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udp://open.stealth.si:80/announce
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udp://tracker.internetwarriors.net:1337/announce
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InfoHash:
466125ECAD4333A4CE8E81E8C163C74AF8F65DCD
Last updated:
Jan 25, 2022
File count:
151 B
File Category:
9
Tags:
2021, Spark, Python, Udemy, Other, Tutorials
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