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[GigaCourse.Com] Udemy - Math for Data Science Masterclass
magnet:?xt=urn:btih:199db3fdd6c574ad30998769bbf981c6b6c49ea7&dn=[GigaCourse.Com] Udemy - Math for Data Science Masterclass
磁力链接详情
Hash值:
199db3fdd6c574ad30998769bbf981c6b6c49ea7
点击数:
125
文件大小:
4.05 GB
文件数量:
59
创建日期:
2023-1-24 13:52
最后访问:
2024-6-22 19:16
访问标签:
GigaCourse
Com
Udemy
-
Math
for
Data
Science
Masterclass
文件列表详情
1. Introduction/2. Course Overview and Curriculum.mp4 23.7 MB
10. Hypothesis Testing/1. Introduction to Hypothesis Testing.mp4 94.17 MB
10. Hypothesis Testing/2. Inferential Statistics and Hypotheses.mp4 54.37 MB
10. Hypothesis Testing/3. Significance Level and Type I and II Errors.mp4 69.05 MB
10. Hypothesis Testing/4. Test Statistics for One- and Two-Tailed Tests.mp4 77.46 MB
10. Hypothesis Testing/5. The p-Value and Rejecting the Null.mp4 155.57 MB
10. Hypothesis Testing/6. AB Testing.mp4 74.98 MB
11. Regression/1. Introduction to Regression.mp4 60.69 MB
11. Regression/2. Scatterplots and Regression.mp4 29.95 MB
11. Regression/3. Correlation Coefficient and the Residual.mp4 111.58 MB
11. Regression/4. Coefficient of Determination and the RMSE.mp4 75.06 MB
11. Regression/5. Chi-Square Tests.mp4 106.63 MB
11. Regression/6. ANOVA.mp4 127.06 MB
2. Core Data Concepts/1. Introduction to Core Data Concepts.mp4 85.84 MB
2. Core Data Concepts/2. Measurements of Central Tendency - Mean, Median, and Mode.mp4 90.85 MB
2. Core Data Concepts/3. Measurements of Dispersion - Variance and Standard Deviation.mp4 64.83 MB
2. Core Data Concepts/4. Quartiles and IQR.mp4 65.4 MB
3. Visualizing Data/1. Introduction to Visualizing Data.mp4 93.33 MB
3. Visualizing Data/2. Scatter Plots.mp4 105.81 MB
3. Visualizing Data/3. Line Plots.mp4 32.36 MB
3. Visualizing Data/4. Distribution Plots - Histograms.mp4 33.45 MB
3. Visualizing Data/5. Categorical Plots - Bar Plots.mp4 20.76 MB
3. Visualizing Data/6. CategoricalDistribution Plots - Box and Whisker Plots.mp4 22.21 MB
3. Visualizing Data/7. Other Plot Types - Violin Plot, KDE Plot.mp4 38.17 MB
3. Visualizing Data/8. Common Plot Pitfalls.mp4 42.06 MB
4. Combinatorics/1. Introduction to Combinatorics.mp4 60.1 MB
4. Combinatorics/2. Factorials.mp4 44.06 MB
4. Combinatorics/3. Permutations.mp4 28.99 MB
4. Combinatorics/4. Combinations.mp4 54.94 MB
5. Probability/1. Introduction to Probability.mp4 120.48 MB
5. Probability/2. Probability, Law of Large Numbers, Experimental vs. Expected.mp4 76.7 MB
5. Probability/3. The Addition Rule, Union and Intersection, Venn Diagrams.mp4 97.07 MB
5. Probability/4. Conditional Probability, Independent and Dependent.mp4 65.57 MB
5. Probability/5. Bayes' Theorem.mp4 49.65 MB
5. Probability/6. Discrete Probability.mp4 101.81 MB
5. Probability/7. Transforming Random Variables.mp4 122.67 MB
5. Probability/8. Combinations of Random Variables.mp4 66.49 MB
6. Joint Distributions/1. Introduction to Joint Distributions.mp4 102.54 MB
6. Joint Distributions/2. Covariance.mp4 70.9 MB
6. Joint Distributions/3. Pearson Correlation Coefficient.mp4 82.71 MB
7. Data Distributions/1. Introduction to Data Distributions.mp4 86.38 MB
7. Data Distributions/2. Probability Mass Functions.mp4 46.85 MB
7. Data Distributions/3. Discrete Uniform Distribution - Dice Roll.mp4 20.01 MB
7. Data Distributions/4. Probability Density Functions.mp4 68.01 MB
7. Data Distributions/5. Continuous Uniform Distribution - Voltage.mp4 33.31 MB
7. Data Distributions/6. Cumulative Distribution Functions.mp4 47.45 MB
7. Data Distributions/7. Binomial Distribution.mp4 103.77 MB
7. Data Distributions/8. Bernoulli Distribution.mp4 51.77 MB
7. Data Distributions/9. Poisson Distribution.mp4 68.83 MB
8. The Normal Distribution/1. Introduction to The Normal Distribution.mp4 84.42 MB
8. The Normal Distribution/2. Mean, Variance, and Standard Deviation.mp4 52.66 MB
8. The Normal Distribution/3. Normal Distribution.mp4 59.5 MB
8. The Normal Distribution/4. Standard Normal Distribution.mp4 25.74 MB
8. The Normal Distribution/5. Z-Scores.mp4 126.53 MB
9. Sampling/1. Introduction to Sampling.mp4 68.5 MB
9. Sampling/2. Sampling and Bias.mp4 101.82 MB
9. Sampling/3. The Central Limit Theorem.mp4 76.06 MB
9. Sampling/4. The Student's t-Distribution.mp4 44.06 MB
9. Sampling/5. Confidence Interval for the Mean.mp4 85.32 MB
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