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

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

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收录时间：2023-12-18
最近下载：2025-08-13

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文件列表

  • 5 - Probability/20 - Introduction to Probability.mp4 126.5 MB
  • 8 - The Normal Distribution/47 - ZScores.mp4 105.9 MB
  • 10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing.mp4 98.8 MB
  • 8 - The Normal Distribution/43 - Introduction to The Normal Distribution.mp4 90.4 MB
  • 10 - Hypothesis Testing/59 - The pValue and Rejecting the Null.mp4 90.3 MB
  • 2 - Core Data Concepts/3 - Introduction to Core Data Concepts.mp4 90.0 MB
  • 11 - Regression/67 - ANOVA.mp4 86.5 MB
  • 3 - Visualizing Data/8 - Scatter Plots.mp4 83.4 MB
  • 5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected.mp4 80.4 MB
  • 5 - Probability/26 - Transforming Random Variables.mp4 80.4 MB
  • 6 - Joint Distributions/29 - Introduction to Joint Distributions.mp4 78.0 MB
  • 9 - Sampling/50 - Sampling and Bias.mp4 73.3 MB
  • 5 - Probability/25 - Discrete Probability.mp4 72.9 MB
  • 11 - Regression/64 - Correlation Coefficient and the Residual.mp4 71.9 MB
  • 3 - Visualizing Data/7 - Introduction to Visualizing Data.mp4 71.0 MB
  • 2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode.mp4 67.3 MB
  • 7 - Data Distributions/39 - Binomial Distribution.mp4 66.7 MB
  • 7 - Data Distributions/33 - Introduction to Data Distributions.mp4 65.0 MB
  • 5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams.mp4 64.8 MB
  • 11 - Regression/66 - ChiSquare Tests.mp4 64.5 MB
  • 4 - Combinatorics/15 - Introduction to Combinatorics.mp4 63.0 MB
  • 11 - Regression/65 - Coefficient of Determination and the RMSE.mp4 61.0 MB
  • 9 - Sampling/53 - Confidence Interval for the Mean.mp4 59.2 MB
  • 9 - Sampling/51 - The Central Limit Theorem.mp4 58.4 MB
  • 6 - Joint Distributions/31 - Pearson Correlation Coefficient.mp4 57.9 MB
  • 9 - Sampling/49 - Introduction to Sampling.mp4 53.3 MB
  • 6 - Joint Distributions/30 - Covariance.mp4 52.8 MB
  • 10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests.mp4 49.6 MB
  • 7 - Data Distributions/36 - Probability Density Functions.mp4 48.6 MB
  • 10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors.mp4 48.6 MB
  • 5 - Probability/27 - Combinations of Random Variables.mp4 48.5 MB
  • 10 - Hypothesis Testing/60 - AB Testing.mp4 48.5 MB
  • 2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation.mp4 48.3 MB
  • 2 - Core Data Concepts/6 - Quartiles and IQR.mp4 46.3 MB
  • 11 - Regression/62 - Introduction to Regression.mp4 46.0 MB
  • 8 - The Normal Distribution/45 - Normal Distribution.mp4 45.6 MB
  • 5 - Probability/23 - Conditional Probability Independent and Dependent.mp4 43.5 MB
  • 7 - Data Distributions/41 - Poisson Distribution.mp4 43.5 MB
  • 4 - Combinatorics/18 - Combinations.mp4 39.2 MB
  • 8 - The Normal Distribution/44 - Mean Variance and Standard Deviation.mp4 39.1 MB
  • 7 - Data Distributions/34 - Probability Mass Functions.mp4 37.1 MB
  • 9 - Sampling/52 - The Students tDistribution.mp4 35.4 MB
  • 7 - Data Distributions/40 - Bernoulli Distribution.mp4 35.4 MB
  • 10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses.mp4 35.3 MB
  • 5 - Probability/24 - Bayes Theorem.mp4 34.4 MB
  • 7 - Data Distributions/38 - Cumulative Distribution Functions.mp4 32.5 MB
  • 4 - Combinatorics/16 - Factorials.mp4 31.7 MB
  • 3 - Visualizing Data/14 - Common Plot Pitfalls.mp4 28.7 MB
  • 3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot.mp4 26.7 MB
  • 1 - Introduction/2 - Course Overview and Curriculum.mp4 24.8 MB
  • 3 - Visualizing Data/10 - Distribution Plots Histograms.mp4 24.0 MB
  • 3 - Visualizing Data/9 - Line Plots.mp4 23.3 MB
  • 7 - Data Distributions/37 - Continuous Uniform Distribution Voltage.mp4 23.0 MB
  • 11 - Regression/63 - Scatterplots and Regression.mp4 21.7 MB
  • 4 - Combinatorics/17 - Permutations.mp4 20.9 MB
  • 8 - The Normal Distribution/46 - Standard Normal Distribution.mp4 19.7 MB
  • 3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots.mp4 16.1 MB
  • 3 - Visualizing Data/11 - Categorical Plots Bar Plots.mp4 14.4 MB
  • 7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll.mp4 14.2 MB
  • 10 - Hypothesis Testing/61 - 09-Hypothesis-Testing-Practice-Questions-Answers.pdf 84.4 kB
  • 5 - Probability/28 - 04-Probability-Practice-Questions-Answers.pdf 82.8 kB
  • 8 - The Normal Distribution/48 - 07-The-Normal-Distribution-Practice-Questions-Answers.pdf 81.8 kB
  • 6 - Joint Distributions/32 - 05-Joint-Distributions-Practice-Questions-Answers.pdf 71.7 kB
  • 7 - Data Distributions/42 - 06-Data-Distributions-Practice-Questions-Answers.pdf 68.6 kB
  • 9 - Sampling/54 - 08-Sampling-Practice-Questions-Answers.pdf 61.3 kB
  • 4 - Combinatorics/19 - 03-Combinatorics-Practice-Questions-Answers.pdf 60.6 kB
  • 11 - Regression/68 - 10-Regression-Practice-Questions-Answers.pdf 59.9 kB
  • 9 - Sampling/50 - Sampling and Bias English.vtt 35.7 kB
  • 2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode English.vtt 34.2 kB
  • 11 - Regression/68 - 10-Regression-Practice-Questions.pdf 34.1 kB
  • 5 - Probability/25 - Discrete Probability English.vtt 33.3 kB
  • 11 - Regression/67 - ANOVA English.vtt 32.9 kB
  • 5 - Probability/26 - Transforming Random Variables English.vtt 31.4 kB
  • 9 - Sampling/54 - 08-Sampling-Practice-Questions.pdf 29.6 kB
  • 11 - Regression/64 - Correlation Coefficient and the Residual English.vtt 28.9 kB
  • 10 - Hypothesis Testing/60 - AB Testing English.vtt 28.8 kB
  • 5 - Probability/20 - Introduction to Probability English.vtt 28.8 kB
  • 6 - Joint Distributions/29 - Introduction to Joint Distributions English.vtt 28.6 kB
  • 9 - Sampling/51 - The Central Limit Theorem English.vtt 28.5 kB
  • 7 - Data Distributions/39 - Binomial Distribution English.vtt 27.7 kB
  • 10 - Hypothesis Testing/61 - 09-Hypothesis-Testing-Practice-Questions.pdf 27.5 kB
  • 10 - Hypothesis Testing/59 - The pValue and Rejecting the Null English.vtt 27.5 kB
  • 2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation English.vtt 27.0 kB
  • 3 - Visualizing Data/7 - Introduction to Visualizing Data English.vtt 26.3 kB
  • 5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected English.vtt 26.2 kB
  • 3 - Visualizing Data/8 - Scatter Plots English.vtt 26.2 kB
  • 9 - Sampling/53 - Confidence Interval for the Mean English.vtt 25.8 kB
  • 5 - Probability/28 - 04-Probability-Practice-Questions.pdf 24.2 kB
  • 8 - The Normal Distribution/48 - 07-The-Normal-Distribution-Practice-Questions.pdf 23.9 kB
  • 10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors English.vtt 23.8 kB
  • 6 - Joint Distributions/30 - Covariance English.vtt 23.8 kB
  • 8 - The Normal Distribution/47 - ZScores English.vtt 23.7 kB
  • 7 - Data Distributions/36 - Probability Density Functions English.vtt 22.9 kB
  • 2 - Core Data Concepts/3 - Introduction to Core Data Concepts English.vtt 22.3 kB
  • 11 - Regression/65 - Coefficient of Determination and the RMSE English.vtt 22.0 kB
  • 5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams English.vtt 21.9 kB
  • 10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing English.vtt 21.7 kB
  • 8 - The Normal Distribution/43 - Introduction to The Normal Distribution English.vtt 21.6 kB
  • 2 - Core Data Concepts/6 - Quartiles and IQR English.vtt 21.5 kB
  • 4 - Combinatorics/19 - 03-Combinatorics-Practice-Questions.pdf 21.5 kB
  • 11 - Regression/66 - ChiSquare Tests English.vtt 21.4 kB
  • 4 - Combinatorics/16 - Factorials English.vtt 21.1 kB
  • 7 - Data Distributions/33 - Introduction to Data Distributions English.vtt 21.0 kB
  • 5 - Probability/27 - Combinations of Random Variables English.vtt 20.9 kB
  • 7 - Data Distributions/42 - 06-Data-Distributions-Practice-Questions.pdf 20.8 kB
  • 6 - Joint Distributions/32 - 05-Joint-Distributions-Practice-Questions.pdf 20.5 kB
  • 8 - The Normal Distribution/44 - Mean Variance and Standard Deviation English.vtt 20.5 kB
  • 5 - Probability/23 - Conditional Probability Independent and Dependent English.vtt 20.2 kB
  • 6 - Joint Distributions/31 - Pearson Correlation Coefficient English.vtt 19.9 kB
  • 8 - The Normal Distribution/45 - Normal Distribution English.vtt 19.2 kB
  • 9 - Sampling/49 - Introduction to Sampling English.vtt 19.2 kB
  • 10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests English.vtt 18.2 kB
  • 7 - Data Distributions/34 - Probability Mass Functions English.vtt 18.0 kB
  • 4 - Combinatorics/18 - Combinations English.vtt 17.8 kB
  • 7 - Data Distributions/41 - Poisson Distribution English.vtt 17.5 kB
  • 3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot English.vtt 17.1 kB
  • 7 - Data Distributions/38 - Cumulative Distribution Functions English.vtt 17.0 kB
  • 4 - Combinatorics/15 - Introduction to Combinatorics English.vtt 16.9 kB
  • 3 - Visualizing Data/10 - Distribution Plots Histograms English.vtt 16.7 kB
  • 3 - Visualizing Data/14 - Common Plot Pitfalls English.vtt 16.4 kB
  • 7 - Data Distributions/40 - Bernoulli Distribution English.vtt 16.4 kB
  • 11 - Regression/62 - Introduction to Regression English.vtt 16.2 kB
  • 5 - Probability/24 - Bayes Theorem English.vtt 16.1 kB
  • 10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses English.vtt 15.8 kB
  • 4 - Combinatorics/17 - Permutations English.vtt 15.4 kB
  • 9 - Sampling/52 - The Students tDistribution English.vtt 14.1 kB
  • 7 - Data Distributions/37 - Continuous Uniform Distribution Voltage English.vtt 13.9 kB
  • 3 - Visualizing Data/9 - Line Plots English.vtt 13.8 kB
  • 8 - The Normal Distribution/46 - Standard Normal Distribution English.vtt 10.7 kB
  • 11 - Regression/63 - Scatterplots and Regression English.vtt 10.7 kB
  • 3 - Visualizing Data/11 - Categorical Plots Bar Plots English.vtt 10.6 kB
  • 3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots English.vtt 10.2 kB
  • 7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll English.vtt 8.3 kB
  • 1 - Introduction/2 - Course Overview and Curriculum English.vtt 6.6 kB
  • 1 - Introduction/1 - Welcome to the Course Important Info in this Lecture.html 1.7 kB
  • 2 - Core Data Concepts/1 - CheckIn Quiz Central Tendency.html 164 Bytes
  • 0. Websites you may like/[FreeCourseSite.com].url 127 Bytes
  • 0. Websites you may like/[CourseClub.Me].url 122 Bytes
  • 5 - Probability/28 - Probability Practice Problem Set and Answers.html 106 Bytes
  • 4 - Combinatorics/19 - Combinatorics Practice Problem Set and Answers.html 99 Bytes
  • 10 - Hypothesis Testing/61 - Hypothesis Testing Practice Problem Set and Answers.html 79 Bytes
  • 11 - Regression/68 - Regression Practice Problem Set and Answers.html 79 Bytes
  • 6 - Joint Distributions/32 - Joint Distribution Practice Problem Set and Answers.html 79 Bytes
  • 7 - Data Distributions/42 - Data Distributions Practice Problem Set and Answers.html 79 Bytes
  • 8 - The Normal Distribution/48 - Normal Distribution Practice Problem Set and Answers.html 79 Bytes
  • 9 - Sampling/54 - Sampling Practice Problem Set and Answers.html 79 Bytes
  • 0. Websites you may like/[GigaCourse.Com].url 49 Bytes

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