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Udemy_Math_for_Data_Science_Masterclass_2023_4
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Udemy_Math_for_Data_Science_Masterclass_2023_4
Udemy - Math for Data Science Masterclass 2023-4
05 - Probability
001 Introduction to Probability.mp4
- 88.61 MB
002 Probability, Law of Large Numbers, Experimental vs. Expected.mp4
- 76.7 MB
007 Transforming Random Variables.mp4
- 52.66 MB
006 Discrete Probability.mp4
- 48.76 MB
003 The Addition Rule, Union and Intersection, Venn Diagrams.mp4
- 41.99 MB
008 Combinations of Random Variables.mp4
- 32.63 MB
004 Conditional Probability, Independent and Dependent.mp4
- 29.19 MB
005 Bayes' Theorem.mp4
- 23.36 MB
009 04-Probability-Practice-Questions-Answers.pdf
- 80.84 KB
006 Discrete Probability_en.srt
- 36.01 KB
007 Transforming Random Variables_en.srt
- 34.07 KB
001 Introduction to Probability_en.srt
- 31.06 KB
002 Probability, Law of Large Numbers, Experimental vs. Expected_en.srt
- 28.27 KB
003 The Addition Rule, Union and Intersection, Venn Diagrams_en.srt
- 23.67 KB
009 04-Probability-Practice-Questions.pdf
- 23.61 KB
008 Combinations of Random Variables_en.srt
- 22.44 KB
004 Conditional Probability, Independent and Dependent_en.srt
- 21.82 KB
005 Bayes' Theorem_en.srt
- 17.43 KB
009 Probability Practice Problem Set and Answers.html
- 106 B
02 - Core Data Concepts
001 Introduction to Core Data Concepts.mp4
- 85.84 MB
002 Measurements of Central Tendency - Mean, Median, and Mode.mp4
- 46.05 MB
003 Measurements of Dispersion - Variance and Standard Deviation.mp4
- 33.42 MB
004 Quartiles and IQR.mp4
- 31.73 MB
002 Measurements of Central Tendency - Mean, Median, and Mode_en.srt
- 37.08 KB
003 Measurements of Dispersion - Variance and Standard Deviation_en.srt
- 29.14 KB
001 Introduction to Core Data Concepts_en.srt
- 24.13 KB
004 Quartiles and IQR_en.srt
- 23.24 KB
10 - Hypothesis Testing
001 Introduction to Hypothesis Testing.mp4
- 68.04 MB
005 The p-Value and Rejecting the Null.mp4
- 55.12 MB
006 AB Testing.mp4
- 33.2 MB
003 Significance Level and Type I and II Errors.mp4
- 32.72 MB
004 Test Statistics for One- and Two-Tailed Tests.mp4
- 31.96 MB
002 Inferential Statistics and Hypotheses.mp4
- 23.33 MB
007 09-Hypothesis-Testing-Practice-Questions-Answers.pdf
- 91.32 KB
006 AB Testing_en.srt
- 30.99 KB
005 The p-Value and Rejecting the Null_en.srt
- 29.66 KB
007 09-Hypothesis-Testing-Practice-Questions.pdf
- 26.81 KB
003 Significance Level and Type I and II Errors_en.srt
- 25.76 KB
001 Introduction to Hypothesis Testing_en.srt
- 23.46 KB
004 Test Statistics for One- and Two-Tailed Tests_en.srt
- 19.46 KB
002 Inferential Statistics and Hypotheses_en.srt
- 17.01 KB
007 Hypothesis Testing Practice Problem Set and Answers.html
- 79 B
08 - The Normal Distribution
001 Introduction to The Normal Distribution.mp4
- 63.03 MB
005 Z-Scores.mp4
- 60.83 MB
003 Normal Distribution.mp4
- 30.29 MB
002 Mean, Variance, and Standard Deviation.mp4
- 26.9 MB
004 Standard Normal Distribution.mp4
- 13.57 MB
006 07-The-Normal-Distribution-Practice-Questions-Answers.pdf
- 87.23 KB
005 Z-Scores_en.srt
- 25.56 KB
006 07-The-Normal-Distribution-Practice-Questions.pdf
- 23.36 KB
001 Introduction to The Normal Distribution_en.srt
- 23.26 KB
002 Mean, Variance, and Standard Deviation_en.srt
- 22.06 KB
003 Normal Distribution_en.srt
- 20.63 KB
004 Standard Normal Distribution_en.srt
- 11.44 KB
006 Normal Distribution Practice Problem Set and Answers.html
- 79 B
04 - Combinatorics
001 Introduction to Combinatorics.mp4
- 60.1 MB
004 Combinations.mp4
- 27.21 MB
002 Factorials.mp4
- 22.56 MB
003 Permutations.mp4
- 15.09 MB
005 03-Combinatorics-Practice-Questions-Answers.pdf
- 59.23 KB
002 Factorials_en.srt
- 22.99 KB
005 03-Combinatorics-Practice-Questions.pdf
- 20.96 KB
004 Combinations_en.srt
- 19.25 KB
001 Introduction to Combinatorics_en.srt
- 18.19 KB
003 Permutations_en.srt
- 16.7 KB
005 Combinatorics Practice Problem Set and Answers.html
- 99 B
06 - Joint Distributions
001 Introduction to Joint Distributions.mp4
- 56.98 MB
003 Pearson Correlation Coefficient.mp4
- 36.39 MB
002 Covariance.mp4
- 35.8 MB
004 05-Joint-Distributions-Practice-Questions-Answers.pdf
- 70.04 KB
001 Introduction to Joint Distributions_en.srt
- 30.93 KB
002 Covariance_en.srt
- 25.72 KB
003 Pearson Correlation Coefficient_en.srt
- 21.5 KB
004 05-Joint-Distributions-Practice-Questions.pdf
- 20.04 KB
004 Joint Distribution Practice Problem Set and Answers.html
- 79 B
11 - Regression
006 ANOVA.mp4
- 54.76 MB
003 Correlation Coefficient and the Residual.mp4
- 47.1 MB
004 Coefficient of Determination and the RMSE.mp4
- 41.37 MB
005 Chi-Square Tests.mp4
- 39.87 MB
001 Introduction to Regression.mp4
- 32.53 MB
002 Scatterplots and Regression.mp4
- 14.74 MB
007 10-Regression-Practice-Questions-Answers.pdf
- 58.52 KB
006 ANOVA_en.srt
- 35.63 KB
007 10-Regression-Practice-Questions.pdf
- 33.31 KB
003 Correlation Coefficient and the Residual_en.srt
- 31.27 KB
004 Coefficient of Determination and the RMSE_en.srt
- 23.82 KB
005 Chi-Square Tests_en.srt
- 23.01 KB
001 Introduction to Regression_en.srt
- 17.44 KB
002 Scatterplots and Regression_en.srt
- 11.44 KB
007 Regression Practice Problem Set and Answers.html
- 79 B
03 - Visualizing Data
002 Scatter Plots.mp4
- 52.3 MB
001 Introduction to Visualizing Data.mp4
- 52.08 MB
008 Common Plot Pitfalls.mp4
- 19.79 MB
007 Other Plot Types - Violin Plot, KDE Plot.mp4
- 19.07 MB
004 Distribution Plots - Histograms.mp4
- 17.08 MB
003 Line Plots.mp4
- 16.21 MB
006 CategoricalDistribution Plots - Box and Whisker Plots.mp4
- 11.35 MB
005 Categorical Plots - Bar Plots.mp4
- 10.51 MB
001 Introduction to Visualizing Data_en.srt
- 28.5 KB
002 Scatter Plots_en.srt
- 28.38 KB
007 Other Plot Types - Violin Plot, KDE Plot_en.srt
- 18.45 KB
004 Distribution Plots - Histograms_en.srt
- 17.97 KB
008 Common Plot Pitfalls_en.srt
- 17.71 KB
003 Line Plots_en.srt
- 14.81 KB
005 Categorical Plots - Bar Plots_en.srt
- 11.4 KB
006 CategoricalDistribution Plots - Box and Whisker Plots_en.srt
- 11.03 KB
09 - Sampling
002 Sampling and Bias.mp4
- 50.05 MB
003 The Central Limit Theorem.mp4
- 39.55 MB
005 Confidence Interval for the Mean.mp4
- 39.14 MB
001 Introduction to Sampling.mp4
- 38.32 MB
004 The Student's t-Distribution.mp4
- 22.3 MB
006 08-Sampling-Practice-Questions-Answers.pdf
- 59.82 KB
002 Sampling and Bias_en.srt
- 38.57 KB
003 The Central Limit Theorem_en.srt
- 30.71 KB
006 08-Sampling-Practice-Questions.pdf
- 28.93 KB
005 Confidence Interval for the Mean_en.srt
- 27.94 KB
001 Introduction to Sampling_en.srt
- 20.67 KB
004 The Student's t-Distribution_en.srt
- 15.08 KB
006 Sampling Practice Problem Set and Answers.html
- 79 B
07 - Data Distributions
001 Introduction to Data Distributions.mp4
- 45.86 MB
007 Binomial Distribution.mp4
- 43.95 MB
004 Probability Density Functions.mp4
- 33.34 MB
009 Poisson Distribution.mp4
- 28.34 MB
002 Probability Mass Functions.mp4
- 25.31 MB
008 Bernoulli Distribution.mp4
- 24.38 MB
006 Cumulative Distribution Functions.mp4
- 22.43 MB
005 Continuous Uniform Distribution - Voltage.mp4
- 16.29 MB
003 Discrete Uniform Distribution - Dice Roll.mp4
- 9.91 MB
010 06-Data-Distributions-Practice-Questions-Answers.pdf
- 67.01 KB
007 Binomial Distribution_en.srt
- 29.91 KB
004 Probability Density Functions_en.srt
- 24.67 KB
001 Introduction to Data Distributions_en.srt
- 22.65 KB
010 06-Data-Distributions-Practice-Questions.pdf
- 20.35 KB
002 Probability Mass Functions_en.srt
- 19.47 KB
009 Poisson Distribution_en.srt
- 18.82 KB
006 Cumulative Distribution Functions_en.srt
- 18.27 KB
008 Bernoulli Distribution_en.srt
- 17.66 KB
005 Continuous Uniform Distribution - Voltage_en.srt
- 14.86 KB
003 Discrete Uniform Distribution - Dice Roll_en.srt
- 8.9 KB
010 Data Distributions Practice Problem Set and Answers.html
- 79 B
01 - Introduction
002 Course Overview and Curriculum.mp4
- 23.69 MB
002 Course Overview and Curriculum_en.srt
- 7.04 KB
001 Welcome to the Course! Important Info in this Lecture!.html
- 1.69 KB
Read Me.txt
- 400 B
Download Latest E-Books and Apps from 1fileword.com.url
- 122 B
Readme.txt
- 84 B
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InfoHash:
22F5BF887620C8F30C02B66CC5D715716B58827B
Last updated:
Aug 4, 2023
File count:
146 B
File Category:
9
Tags:
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