[FreeCourseSite.com] Udemy - Math for Data Science Masterclass

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[FreeCourseSite.com] Udemy - Math for Data Science Masterclass

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种子哈希：37b5e9e755368d67a30f5c972ab3d6e237fac6ca
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收录时间：2023-12-20
最近下载：2025-09-16

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文件列表

  • 05 - Probability/001 Introduction to Probability.mp4 92.9 MB
  • 02 - Core Data Concepts/001 Introduction to Core Data Concepts.mp4 90.0 MB
  • 05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected.mp4 80.4 MB
  • 10 - Hypothesis Testing/001 Introduction to Hypothesis Testing.mp4 71.3 MB
  • 08 - The Normal Distribution/001 Introduction to The Normal Distribution.mp4 66.1 MB
  • 08 - The Normal Distribution/005 Z-Scores.mp4 63.8 MB
  • 04 - Combinatorics/001 Introduction to Combinatorics.mp4 63.0 MB
  • 06 - Joint Distributions/001 Introduction to Joint Distributions.mp4 59.7 MB
  • 10 - Hypothesis Testing/005 The p-Value and Rejecting the Null.mp4 57.8 MB
  • 11 - Regression/006 ANOVA.mp4 57.4 MB
  • 05 - Probability/007 Transforming Random Variables.mp4 55.2 MB
  • 03 - Visualizing Data/002 Scatter Plots.mp4 54.8 MB
  • 03 - Visualizing Data/001 Introduction to Visualizing Data.mp4 54.6 MB
  • 09 - Sampling/002 Sampling and Bias.mp4 52.5 MB
  • 05 - Probability/006 Discrete Probability.mp4 51.1 MB
  • 11 - Regression/003 Correlation Coefficient and the Residual.mp4 49.4 MB
  • 02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode.mp4 48.3 MB
  • 07 - Data Distributions/001 Introduction to Data Distributions.mp4 48.1 MB
  • 07 - Data Distributions/007 Binomial Distribution.mp4 46.1 MB
  • 05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams.mp4 44.0 MB
  • 11 - Regression/004 Coefficient of Determination and the RMSE.mp4 43.4 MB
  • 11 - Regression/005 Chi-Square Tests.mp4 41.8 MB
  • 09 - Sampling/003 The Central Limit Theorem.mp4 41.5 MB
  • 09 - Sampling/005 Confidence Interval for the Mean.mp4 41.0 MB
  • 09 - Sampling/001 Introduction to Sampling.mp4 40.2 MB
  • 06 - Joint Distributions/003 Pearson Correlation Coefficient.mp4 38.2 MB
  • 06 - Joint Distributions/002 Covariance.mp4 37.5 MB
  • 02 - Core Data Concepts/003 Measurements of Dispersion - Variance and Standard Deviation.mp4 35.0 MB
  • 07 - Data Distributions/004 Probability Density Functions.mp4 35.0 MB
  • 10 - Hypothesis Testing/006 AB Testing.mp4 34.8 MB
  • 10 - Hypothesis Testing/003 Significance Level and Type I and II Errors.mp4 34.3 MB
  • 05 - Probability/008 Combinations of Random Variables.mp4 34.2 MB
  • 11 - Regression/001 Introduction to Regression.mp4 34.1 MB
  • 10 - Hypothesis Testing/004 Test Statistics for One- and Two-Tailed Tests.mp4 33.5 MB
  • 02 - Core Data Concepts/004 Quartiles and IQR.mp4 33.3 MB
  • 08 - The Normal Distribution/003 Normal Distribution.mp4 31.8 MB
  • 05 - Probability/004 Conditional Probability, Independent and Dependent.mp4 30.6 MB
  • 07 - Data Distributions/009 Poisson Distribution.mp4 29.7 MB
  • 04 - Combinatorics/004 Combinations.mp4 28.5 MB
  • 08 - The Normal Distribution/002 Mean, Variance, and Standard Deviation.mp4 28.2 MB
  • 07 - Data Distributions/002 Probability Mass Functions.mp4 26.5 MB
  • 07 - Data Distributions/008 Bernoulli Distribution.mp4 25.6 MB
  • 01 - Introduction/002 Course Overview and Curriculum.mp4 24.8 MB
  • 05 - Probability/005 Bayes' Theorem.mp4 24.5 MB
  • 10 - Hypothesis Testing/002 Inferential Statistics and Hypotheses.mp4 24.5 MB
  • 04 - Combinatorics/002 Factorials.mp4 23.7 MB
  • 07 - Data Distributions/006 Cumulative Distribution Functions.mp4 23.5 MB
  • 09 - Sampling/004 The Student's t-Distribution.mp4 23.4 MB
  • 03 - Visualizing Data/008 Common Plot Pitfalls.mp4 20.7 MB
  • 03 - Visualizing Data/007 Other Plot Types - Violin Plot, KDE Plot.mp4 20.0 MB
  • 03 - Visualizing Data/004 Distribution Plots - Histograms.mp4 17.9 MB
  • 07 - Data Distributions/005 Continuous Uniform Distribution - Voltage.mp4 17.1 MB
  • 03 - Visualizing Data/003 Line Plots.mp4 17.0 MB
  • 04 - Combinatorics/003 Permutations.mp4 15.8 MB
  • 11 - Regression/002 Scatterplots and Regression.mp4 15.5 MB
  • 08 - The Normal Distribution/004 Standard Normal Distribution.mp4 14.2 MB
  • 03 - Visualizing Data/006 CategoricalDistribution Plots - Box and Whisker Plots.mp4 11.9 MB
  • 03 - Visualizing Data/005 Categorical Plots - Bar Plots.mp4 11.0 MB
  • 07 - Data Distributions/003 Discrete Uniform Distribution - Dice Roll.mp4 10.4 MB
  • 10 - Hypothesis Testing/007 09-Hypothesis-Testing-Practice-Questions-Answers.pdf 93.5 kB
  • 08 - The Normal Distribution/006 07-The-Normal-Distribution-Practice-Questions-Answers.pdf 89.3 kB
  • 05 - Probability/009 04-Probability-Practice-Questions-Answers.pdf 82.8 kB
  • 06 - Joint Distributions/004 05-Joint-Distributions-Practice-Questions-Answers.pdf 71.7 kB
  • 07 - Data Distributions/010 06-Data-Distributions-Practice-Questions-Answers.pdf 68.6 kB
  • 09 - Sampling/006 08-Sampling-Practice-Questions-Answers.pdf 61.3 kB
  • 04 - Combinatorics/005 03-Combinatorics-Practice-Questions-Answers.pdf 60.6 kB
  • 11 - Regression/007 10-Regression-Practice-Questions-Answers.pdf 59.9 kB
  • 09 - Sampling/002 Sampling and Bias_en.srt 39.5 kB
  • 02 - Core Data Concepts/002 Measurements of Central Tendency - Mean, Median, and Mode_en.srt 38.0 kB
  • 05 - Probability/006 Discrete Probability_en.srt 36.9 kB
  • 11 - Regression/006 ANOVA_en.srt 36.5 kB
  • 05 - Probability/007 Transforming Random Variables_en.srt 34.9 kB
  • 11 - Regression/007 10-Regression-Practice-Questions.pdf 34.1 kB
  • 11 - Regression/003 Correlation Coefficient and the Residual_en.srt 32.0 kB
  • 05 - Probability/001 Introduction to Probability_en.srt 31.8 kB
  • 10 - Hypothesis Testing/006 AB Testing_en.srt 31.7 kB
  • 06 - Joint Distributions/001 Introduction to Joint Distributions_en.srt 31.7 kB
  • 09 - Sampling/003 The Central Limit Theorem_en.srt 31.4 kB
  • 07 - Data Distributions/007 Binomial Distribution_en.srt 30.6 kB
  • 10 - Hypothesis Testing/005 The p-Value and Rejecting the Null_en.srt 30.4 kB
  • 02 - Core Data Concepts/003 Measurements of Dispersion - Variance and Standard Deviation_en.srt 29.8 kB
  • 09 - Sampling/006 08-Sampling-Practice-Questions.pdf 29.6 kB
  • 03 - Visualizing Data/001 Introduction to Visualizing Data_en.srt 29.2 kB
  • 03 - Visualizing Data/002 Scatter Plots_en.srt 29.1 kB
  • 05 - Probability/002 Probability, Law of Large Numbers, Experimental vs. Expected_en.srt 28.9 kB
  • 09 - Sampling/005 Confidence Interval for the Mean_en.srt 28.6 kB
  • 10 - Hypothesis Testing/007 09-Hypothesis-Testing-Practice-Questions.pdf 27.5 kB
  • 10 - Hypothesis Testing/003 Significance Level and Type I and II Errors_en.srt 26.4 kB
  • 06 - Joint Distributions/002 Covariance_en.srt 26.3 kB
  • 08 - The Normal Distribution/005 Z-Scores_en.srt 26.2 kB
  • 07 - Data Distributions/004 Probability Density Functions_en.srt 25.3 kB
  • 02 - Core Data Concepts/001 Introduction to Core Data Concepts_en.srt 24.7 kB
  • 11 - Regression/004 Coefficient of Determination and the RMSE_en.srt 24.4 kB
  • 05 - Probability/003 The Addition Rule, Union and Intersection, Venn Diagrams_en.srt 24.2 kB
  • 05 - Probability/009 04-Probability-Practice-Questions.pdf 24.2 kB
  • 10 - Hypothesis Testing/001 Introduction to Hypothesis Testing_en.srt 24.0 kB
  • 08 - The Normal Distribution/006 07-The-Normal-Distribution-Practice-Questions.pdf 23.9 kB
  • 08 - The Normal Distribution/001 Introduction to The Normal Distribution_en.srt 23.8 kB
  • 02 - Core Data Concepts/004 Quartiles and IQR_en.srt 23.8 kB
  • 11 - Regression/005 Chi-Square Tests_en.srt 23.6 kB
  • 04 - Combinatorics/002 Factorials_en.srt 23.5 kB
  • 07 - Data Distributions/001 Introduction to Data Distributions_en.srt 23.2 kB
  • 05 - Probability/008 Combinations of Random Variables_en.srt 23.0 kB
  • 08 - The Normal Distribution/002 Mean, Variance, and Standard Deviation_en.srt 22.6 kB
  • 05 - Probability/004 Conditional Probability, Independent and Dependent_en.srt 22.3 kB
  • 06 - Joint Distributions/003 Pearson Correlation Coefficient_en.srt 22.0 kB
  • 04 - Combinatorics/005 03-Combinatorics-Practice-Questions.pdf 21.5 kB
  • 09 - Sampling/001 Introduction to Sampling_en.srt 21.2 kB
  • 08 - The Normal Distribution/003 Normal Distribution_en.srt 21.1 kB
  • 07 - Data Distributions/010 06-Data-Distributions-Practice-Questions.pdf 20.8 kB
  • 06 - Joint Distributions/004 05-Joint-Distributions-Practice-Questions.pdf 20.5 kB
  • 07 - Data Distributions/002 Probability Mass Functions_en.srt 19.9 kB
  • 10 - Hypothesis Testing/004 Test Statistics for One- and Two-Tailed Tests_en.srt 19.9 kB
  • 04 - Combinatorics/004 Combinations_en.srt 19.7 kB
  • 07 - Data Distributions/009 Poisson Distribution_en.srt 19.3 kB
  • 03 - Visualizing Data/007 Other Plot Types - Violin Plot, KDE Plot_en.srt 18.9 kB
  • 07 - Data Distributions/006 Cumulative Distribution Functions_en.srt 18.7 kB
  • 04 - Combinatorics/001 Introduction to Combinatorics_en.srt 18.6 kB
  • 03 - Visualizing Data/004 Distribution Plots - Histograms_en.srt 18.4 kB
  • 03 - Visualizing Data/008 Common Plot Pitfalls_en.srt 18.1 kB
  • 07 - Data Distributions/008 Bernoulli Distribution_en.srt 18.1 kB
  • 11 - Regression/001 Introduction to Regression_en.srt 17.9 kB
  • 05 - Probability/005 Bayes' Theorem_en.srt 17.8 kB
  • 10 - Hypothesis Testing/002 Inferential Statistics and Hypotheses_en.srt 17.4 kB
  • 04 - Combinatorics/003 Permutations_en.srt 17.1 kB
  • 09 - Sampling/004 The Student's t-Distribution_en.srt 15.4 kB
  • 07 - Data Distributions/005 Continuous Uniform Distribution - Voltage_en.srt 15.2 kB
  • 03 - Visualizing Data/003 Line Plots_en.srt 15.2 kB
  • 08 - The Normal Distribution/004 Standard Normal Distribution_en.srt 11.7 kB
  • 11 - Regression/002 Scatterplots and Regression_en.srt 11.7 kB
  • 03 - Visualizing Data/005 Categorical Plots - Bar Plots_en.srt 11.7 kB
  • 03 - Visualizing Data/006 CategoricalDistribution Plots - Box and Whisker Plots_en.srt 11.3 kB
  • 07 - Data Distributions/003 Discrete Uniform Distribution - Dice Roll_en.srt 9.1 kB
  • 01 - Introduction/002 Course Overview and Curriculum_en.srt 7.2 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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