[FreeCourseSite.com] Udemy - Math for Data Science Masterclass
File List
- 05 - Probability/001 Introduction to Probability.mp4 88.6 MB
- 02 - Core Data Concepts/001 Introduction to Core Data Concepts.mp4 85.8 MB
- 05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected.mp4 76.7 MB
- 10 - Hypothesis Testing/001 Introduction to Hypothesis Testing.mp4 68.0 MB
- 08 - The Normal Distribution/001 Introduction to The Normal Distribution.mp4 63.0 MB
- 08 - The Normal Distribution/005 Z-Scores.mp4 60.8 MB
- 04 - Combinatorics/001 Introduction to Combinatorics.mp4 60.1 MB
- 06 - Joint Distributions/001 Introduction to Joint Distributions.mp4 57.0 MB
- 10 - Hypothesis Testing/005 The p-Value and Rejecting the Null.mp4 55.1 MB
- 11 - Regression/006 ANOVA.mp4 54.8 MB
- 05 - Probability/007 Transforming Random Variables.mp4 52.7 MB
- 03 - Visualizing Data/002 Scatter Plots.mp4 52.3 MB
- 03 - Visualizing Data/001 Introduction to Visualizing Data.mp4 52.1 MB
- 09 - Sampling/002 Sampling and Bias.mp4 50.0 MB
- 05 - Probability/006 Discrete Probability.mp4 48.8 MB
- 11 - Regression/003 Correlation Coefficient and the Residual.mp4 47.1 MB
- 02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode.mp4 46.1 MB
- 07 - Data Distributions/001 Introduction to Data Distributions.mp4 45.9 MB
- 07 - Data Distributions/007 Binomial Distribution.mp4 43.9 MB
- 05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams.mp4 42.0 MB
- 11 - Regression/004 Coefficient of Determination and the RMSE.mp4 41.4 MB
- 11 - Regression/005 Chi-Square Tests.mp4 39.9 MB
- 09 - Sampling/003 The Central Limit Theorem.mp4 39.6 MB
- 09 - Sampling/005 Confidence Interval for the Mean.mp4 39.1 MB
- 09 - Sampling/001 Introduction to Sampling.mp4 38.3 MB
- 06 - Joint Distributions/003 Pearson Correlation Coefficient.mp4 36.4 MB
- 06 - Joint Distributions/002 Covariance.mp4 35.8 MB
- 02 - Core Data Concepts/003 Measurements of Dispersion - Variance and Standard Deviation.mp4 33.4 MB
- 07 - Data Distributions/004 Probability Density Functions.mp4 33.3 MB
- 10 - Hypothesis Testing/006 AB Testing.mp4 33.2 MB
- 10 - Hypothesis Testing/003 Significance Level and Type I and II Errors.mp4 32.7 MB
- 05 - Probability/008 Combinations of Random Variables.mp4 32.6 MB
- 11 - Regression/001 Introduction to Regression.mp4 32.5 MB
- 10 - Hypothesis Testing/004 Test Statistics for One- and Two-Tailed Tests.mp4 32.0 MB
- 02 - Core Data Concepts/004 Quartiles and IQR.mp4 31.7 MB
- 08 - The Normal Distribution/003 Normal Distribution.mp4 30.3 MB
- 05 - Probability/004 Conditional Probability, Independent and Dependent.mp4 29.2 MB
- 07 - Data Distributions/009 Poisson Distribution.mp4 28.3 MB
- 04 - Combinatorics/004 Combinations.mp4 27.2 MB
- 08 - The Normal Distribution/002 Mean, Variance, and Standard Deviation.mp4 26.9 MB
- 07 - Data Distributions/002 Probability Mass Functions.mp4 25.3 MB
- 07 - Data Distributions/008 Bernoulli Distribution.mp4 24.4 MB
- 01 - Introduction/002 Course Overview and Curriculum.mp4 23.7 MB
- 05 - Probability/005 Bayes' Theorem.mp4 23.4 MB
- 10 - Hypothesis Testing/002 Inferential Statistics and Hypotheses.mp4 23.3 MB
- 04 - Combinatorics/002 Factorials.mp4 22.6 MB
- 07 - Data Distributions/006 Cumulative Distribution Functions.mp4 22.4 MB
- 09 - Sampling/004 The Student's t-Distribution.mp4 22.3 MB
- 03 - Visualizing Data/008 Common Plot Pitfalls.mp4 19.8 MB
- 03 - Visualizing Data/007 Other Plot Types - Violin Plot, KDE Plot.mp4 19.1 MB
- 03 - Visualizing Data/004 Distribution Plots - Histograms.mp4 17.1 MB
- 07 - Data Distributions/005 Continuous Uniform Distribution - Voltage.mp4 16.3 MB
- 03 - Visualizing Data/003 Line Plots.mp4 16.2 MB
- 04 - Combinatorics/003 Permutations.mp4 15.1 MB
- 11 - Regression/002 Scatterplots and Regression.mp4 14.7 MB
- 08 - The Normal Distribution/004 Standard Normal Distribution.mp4 13.6 MB
- 03 - Visualizing Data/006 CategoricalDistribution Plots - Box and Whisker Plots.mp4 11.3 MB
- 03 - Visualizing Data/005 Categorical Plots - Bar Plots.mp4 10.5 MB
- 07 - Data Distributions/003 Discrete Uniform Distribution - Dice Roll.mp4 9.9 MB
- 10 - Hypothesis Testing/007 09-Hypothesis-Testing-Practice-Questions-Answers.pdf 91.3 KB
- 08 - The Normal Distribution/006 07-The-Normal-Distribution-Practice-Questions-Answers.pdf 87.2 KB
- 05 - Probability/009 04-Probability-Practice-Questions-Answers.pdf 80.8 KB
- 06 - Joint Distributions/004 05-Joint-Distributions-Practice-Questions-Answers.pdf 70.0 KB
- 07 - Data Distributions/010 06-Data-Distributions-Practice-Questions-Answers.pdf 67.0 KB
- 09 - Sampling/006 08-Sampling-Practice-Questions-Answers.pdf 59.8 KB
- 04 - Combinatorics/005 03-Combinatorics-Practice-Questions-Answers.pdf 59.2 KB
- 11 - Regression/007 10-Regression-Practice-Questions-Answers.pdf 58.5 KB
- 09 - Sampling/002 Sampling and Bias_en.srt 38.6 KB
- 02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode_en.srt 37.1 KB
- 05 - Probability/006 Discrete Probability_en.srt 36.0 KB
- 11 - Regression/006 ANOVA_en.srt 35.6 KB
- 05 - Probability/007 Transforming Random Variables_en.srt 34.1 KB
- 11 - Regression/007 10-Regression-Practice-Questions.pdf 33.3 KB
- 11 - Regression/003 Correlation Coefficient and the Residual_en.srt 31.3 KB
- 05 - Probability/001 Introduction to Probability_en.srt 31.1 KB
- 10 - Hypothesis Testing/006 AB Testing_en.srt 31.0 KB
- 06 - Joint Distributions/001 Introduction to Joint Distributions_en.srt 30.9 KB
- 09 - Sampling/003 The Central Limit Theorem_en.srt 30.7 KB
- 07 - Data Distributions/007 Binomial Distribution_en.srt 29.9 KB
- 10 - Hypothesis Testing/005 The p-Value and Rejecting the Null_en.srt 29.7 KB
- 02 - Core Data Concepts/003 Measurements of Dispersion - Variance and Standard Deviation_en.srt 29.1 KB
- 09 - Sampling/006 08-Sampling-Practice-Questions.pdf 28.9 KB
- 03 - Visualizing Data/001 Introduction to Visualizing Data_en.srt 28.5 KB
- 03 - Visualizing Data/002 Scatter Plots_en.srt 28.4 KB
- 05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected_en.srt 28.3 KB
- 09 - Sampling/005 Confidence Interval for the Mean_en.srt 27.9 KB
- 10 - Hypothesis Testing/007 09-Hypothesis-Testing-Practice-Questions.pdf 26.8 KB
- 10 - Hypothesis Testing/003 Significance Level and Type I and II Errors_en.srt 25.8 KB
- 06 - Joint Distributions/002 Covariance_en.srt 25.7 KB
- 08 - The Normal Distribution/005 Z-Scores_en.srt 25.6 KB
- 07 - Data Distributions/004 Probability Density Functions_en.srt 24.7 KB
- 02 - Core Data Concepts/001 Introduction to Core Data Concepts_en.srt 24.1 KB
- 11 - Regression/004 Coefficient of Determination and the RMSE_en.srt 23.8 KB
- 05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams_en.srt 23.7 KB
- 05 - Probability/009 04-Probability-Practice-Questions.pdf 23.6 KB
- 10 - Hypothesis Testing/001 Introduction to Hypothesis Testing_en.srt 23.5 KB
- 08 - The Normal Distribution/006 07-The-Normal-Distribution-Practice-Questions.pdf 23.4 KB
- 08 - The Normal Distribution/001 Introduction to The Normal Distribution_en.srt 23.3 KB
- 02 - Core Data Concepts/004 Quartiles and IQR_en.srt 23.2 KB
- 11 - Regression/005 Chi-Square Tests_en.srt 23.0 KB
- 04 - Combinatorics/002 Factorials_en.srt 23.0 KB
- 07 - Data Distributions/001 Introduction to Data Distributions_en.srt 22.7 KB
- 05 - Probability/008 Combinations of Random Variables_en.srt 22.4 KB
- 08 - The Normal Distribution/002 Mean, Variance, and Standard Deviation_en.srt 22.1 KB
- 05 - Probability/004 Conditional Probability, Independent and Dependent_en.srt 21.8 KB
- 06 - Joint Distributions/003 Pearson Correlation Coefficient_en.srt 21.5 KB
- 04 - Combinatorics/005 03-Combinatorics-Practice-Questions.pdf 21.0 KB
- 09 - Sampling/001 Introduction to Sampling_en.srt 20.7 KB
- 08 - The Normal Distribution/003 Normal Distribution_en.srt 20.6 KB
- 07 - Data Distributions/010 06-Data-Distributions-Practice-Questions.pdf 20.3 KB
- 06 - Joint Distributions/004 05-Joint-Distributions-Practice-Questions.pdf 20.0 KB
- 07 - Data Distributions/002 Probability Mass Functions_en.srt 19.5 KB
- 10 - Hypothesis Testing/004 Test Statistics for One- and Two-Tailed Tests_en.srt 19.5 KB
- 04 - Combinatorics/004 Combinations_en.srt 19.2 KB
- 07 - Data Distributions/009 Poisson Distribution_en.srt 18.8 KB
- 03 - Visualizing Data/007 Other Plot Types - Violin Plot, KDE Plot_en.srt 18.4 KB
- 07 - Data Distributions/006 Cumulative Distribution Functions_en.srt 18.3 KB
- 04 - Combinatorics/001 Introduction to Combinatorics_en.srt 18.2 KB
- 03 - Visualizing Data/004 Distribution Plots - Histograms_en.srt 18.0 KB
- 03 - Visualizing Data/008 Common Plot Pitfalls_en.srt 17.7 KB
- 07 - Data Distributions/008 Bernoulli Distribution_en.srt 17.7 KB
- 11 - Regression/001 Introduction to Regression_en.srt 17.4 KB
- 05 - Probability/005 Bayes' Theorem_en.srt 17.4 KB
- 10 - Hypothesis Testing/002 Inferential Statistics and Hypotheses_en.srt 17.0 KB
- 04 - Combinatorics/003 Permutations_en.srt 16.7 KB
- 09 - Sampling/004 The Student's t-Distribution_en.srt 15.1 KB
- 07 - Data Distributions/005 Continuous Uniform Distribution - Voltage_en.srt 14.9 KB
- 03 - Visualizing Data/003 Line Plots_en.srt 14.8 KB
- 08 - The Normal Distribution/004 Standard Normal Distribution_en.srt 11.4 KB
- 11 - Regression/002 Scatterplots and Regression_en.srt 11.4 KB
- 03 - Visualizing Data/005 Categorical Plots - Bar Plots_en.srt 11.4 KB
- 03 - Visualizing Data/006 CategoricalDistribution Plots - Box and Whisker Plots_en.srt 11.0 KB
- 07 - Data Distributions/003 Discrete Uniform Distribution - Dice Roll_en.srt 8.9 KB
- 01 - Introduction/002 Course Overview and Curriculum_en.srt 7.0 KB
- 01 - Introduction/001 Welcome to the Course! Important Info in this Lecture!.html 1.7 KB
- 0. Websites you may like/[FreeCourseSite.com].url 127 bytes
- 05 - Probability/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
- 08 - The Normal Distribution/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
- 0. Websites you may like/[CourseClub.Me].url 122 bytes
- 05 - Probability/0. Websites you may like/[CourseClub.Me].url 122 bytes
- 08 - The Normal Distribution/0. Websites you may like/[CourseClub.Me].url 122 bytes
- 05 - Probability/009 Probability Practice Problem Set and Answers.html 106 bytes
- 04 - Combinatorics/005 Combinatorics Practice Problem Set and Answers.html 99 bytes
- 06 - Joint Distributions/004 Joint Distribution Practice Problem Set and Answers.html 79 bytes
- 07 - Data Distributions/010 Data Distributions Practice Problem Set and Answers.html 79 bytes
- 08 - The Normal Distribution/006 Normal Distribution Practice Problem Set and Answers.html 79 bytes
- 09 - Sampling/006 Sampling Practice Problem Set and Answers.html 79 bytes
- 10 - Hypothesis Testing/007 Hypothesis Testing Practice Problem Set and Answers.html 79 bytes
- 11 - Regression/007 Regression Practice Problem Set and Answers.html 79 bytes
- 0. Websites you may like/[GigaCourse.Com].url 49 bytes
- 05 - Probability/0. Websites you may like/[GigaCourse.Com].url 49 bytes
- 08 - The Normal Distribution/0. Websites you may like/[GigaCourse.Com].url 49 bytes
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