[] Udemy - Math for Data Science Masterclass

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文件列表

10. Hypothesis Testing/5. The p-Value and Rejecting the Null.mp4 156MB
11. Regression/6. ANOVA.mp4 127MB
8. The Normal Distribution/5. Z-Scores.mp4 127MB
5. Probability/7. Transforming Random Variables.mp4 123MB
5. Probability/1. Introduction to Probability.mp4 120MB
11. Regression/3. Correlation Coefficient and the Residual.mp4 112MB
11. Regression/5. Chi-Square Tests.mp4 107MB
3. Visualizing Data/2. Scatter Plots.mp4 106MB
7. Data Distributions/7. Binomial Distribution.mp4 104MB
6. Joint Distributions/1. Introduction to Joint Distributions.mp4 103MB
9. Sampling/2. Sampling and Bias.mp4 102MB
5. Probability/6. Discrete Probability.mp4 102MB
5. Probability/3. The Addition Rule, Union and Intersection, Venn Diagrams.mp4 97MB
10. Hypothesis Testing/1. Introduction to Hypothesis Testing.mp4 94MB
3. Visualizing Data/1. Introduction to Visualizing Data.mp4 93MB
2. Core Data Concepts/2. Measurements of Central Tendency - Mean, Median, and Mode.mp4 91MB
7. Data Distributions/1. Introduction to Data Distributions.mp4 86MB
2. Core Data Concepts/1. Introduction to Core Data Concepts.mp4 86MB
9. Sampling/5. Confidence Interval for the Mean.mp4 85MB
8. The Normal Distribution/1. Introduction to The Normal Distribution.mp4 84MB
6. Joint Distributions/3. Pearson Correlation Coefficient.mp4 83MB
10. Hypothesis Testing/4. Test Statistics for One- and Two-Tailed Tests.mp4 77MB
5. Probability/2. Probability, Law of Large Numbers, Experimental vs. Expected.mp4 77MB
9. Sampling/3. The Central Limit Theorem.mp4 76MB
11. Regression/4. Coefficient of Determination and the RMSE.mp4 75MB
10. Hypothesis Testing/6. AB Testing.mp4 75MB
6. Joint Distributions/2. Covariance.mp4 71MB
10. Hypothesis Testing/3. Significance Level and Type I and II Errors.mp4 69MB
7. Data Distributions/9. Poisson Distribution.mp4 69MB
9. Sampling/1. Introduction to Sampling.mp4 68MB
7. Data Distributions/4. Probability Density Functions.mp4 68MB
5. Probability/8. Combinations of Random Variables.mp4 66MB
5. Probability/4. Conditional Probability, Independent and Dependent.mp4 66MB
2. Core Data Concepts/4. Quartiles and IQR.mp4 65MB
2. Core Data Concepts/3. Measurements of Dispersion - Variance and Standard Deviation.mp4 65MB
11. Regression/1. Introduction to Regression.mp4 61MB
4. Combinatorics/1. Introduction to Combinatorics.mp4 60MB
8. The Normal Distribution/3. Normal Distribution.mp4 59MB
4. Combinatorics/4. Combinations.mp4 55MB
10. Hypothesis Testing/2. Inferential Statistics and Hypotheses.mp4 54MB
8. The Normal Distribution/2. Mean, Variance, and Standard Deviation.mp4 53MB
7. Data Distributions/8. Bernoulli Distribution.mp4 52MB
5. Probability/5. Bayes' Theorem.mp4 50MB
7. Data Distributions/6. Cumulative Distribution Functions.mp4 47MB
7. Data Distributions/2. Probability Mass Functions.mp4 47MB
9. Sampling/4. The Student's t-Distribution.mp4 44MB
4. Combinatorics/2. Factorials.mp4 44MB
3. Visualizing Data/8. Common Plot Pitfalls.mp4 42MB
3. Visualizing Data/7. Other Plot Types - Violin Plot, KDE Plot.mp4 38MB
3. Visualizing Data/4. Distribution Plots - Histograms.mp4 33MB
7. Data Distributions/5. Continuous Uniform Distribution - Voltage.mp4 33MB
3. Visualizing Data/3. Line Plots.mp4 32MB
11. Regression/2. Scatterplots and Regression.mp4 30MB
4. Combinatorics/3. Permutations.mp4 29MB
8. The Normal Distribution/4. Standard Normal Distribution.mp4 26MB
1. Introduction/2. Course Overview and Curriculum.mp4 24MB
3. Visualizing Data/6. CategoricalDistribution Plots - Box and Whisker Plots.mp4 22MB
3. Visualizing Data/5. Categorical Plots - Bar Plots.mp4 21MB
7. Data Distributions/3. Discrete Uniform Distribution - Dice Roll.mp4 20MB
10. Hypothesis Testing/7.1 09-Hypothesis_Testing-Practice-Questions_Answers.pdf 82KB
5. Probability/9.1 04-Probability-Practice-Questions_Answers.pdf 81KB
8. The Normal Distribution/6.1 07-The Normal Distribution-Practice-Questions_Answers.pdf 80KB
6. Joint Distributions/4.1 05-Joint Distributions-Practice-Questions_Answers.pdf 70KB
7. Data Distributions/10.1 06-Data- Distributions-Practice-Questions_Answers.pdf 67KB
9. Sampling/6.1 08-Sampling-Practice-Questions_Answers.pdf 60KB
4. Combinatorics/5.1 03-Combinatorics-Practice-Questions_Answers.pdf 59KB
11. Regression/7.1 10-Regression-Practice-Questions_Answers.pdf 59KB
11. Regression/7.2 10-Regression-Practice-Questions.pdf 33KB
9. Sampling/6.2 08-Sampling-Practice-Questions.pdf 29KB
10. Hypothesis Testing/7.2 09-Hypothesis_Testing-Practice-Questions.pdf 27KB
5. Probability/9.2 04-Probability-Practice-Questions.pdf 24KB
8. The Normal Distribution/6.2 07-The Normal Distribution-Practice-Questions.pdf 23KB
4. Combinatorics/5.2 03-Combinatorics-Practice-Questions.pdf 21KB
7. Data Distributions/10.2 06-Data- Distributions-Practice-Questions.pdf 20KB
6. Joint Distributions/4.2 05-Joint Distributions-Practice-Questions.pdf 20KB
1. Introduction/1. Welcome to the Course! Important Info in this Lecture!.html 2KB
0. Websites you may like/[FreeCourseSite.com].url 127B
0. Websites you may like/[CourseClub.Me].url 122B
5. Probability/9. Probability Practice Problem Set and Answers PDFs.html 106B
4. Combinatorics/5. Combinatorics Problem Set.html 99B
10. Hypothesis Testing/7. Hypothesis Testing Practice Problem Set and Answers.html 79B
11. Regression/7. Regression Practice Problem Set and Answers.html 79B
6. Joint Distributions/4. Joint Distribution Practice Problem Set and Answers.html 79B
7. Data Distributions/10. Data Distributions Practice Problem Set and Answers.html 79B
8. The Normal Distribution/6. Normal Distribution Practice Set and Answers.html 79B
9. Sampling/6. Sampling Practice Problem Set and Answers.html 79B
0. Websites you may like/[GigaCourse.Com].url 49B