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

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文件数目：147个文件
文件大小：2.92 GB
收录时间：2025-07-23
访问次数：1
相关内容：FreeCourseSite Udemy Math Data Science Masterclass

文件meta

5 - Probability/20 - Introduction to Probability.mp4
120.65 MB
8 - The Normal Distribution/47 - ZScores.mp4
100.95 MB
10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing.mp4
94.25 MB
8 - The Normal Distribution/43 - Introduction to The Normal Distribution.mp4
86.19 MB
10 - Hypothesis Testing/59 - The pValue and Rejecting the Null.mp4
86.15 MB
2 - Core Data Concepts/3 - Introduction to Core Data Concepts.mp4
85.84 MB
11 - Regression/67 - ANOVA.mp4
82.53 MB
3 - Visualizing Data/8 - Scatter Plots.mp4
79.57 MB
5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected.mp4
76.7 MB
5 - Probability/26 - Transforming Random Variables.mp4
76.69 MB
6 - Joint Distributions/29 - Introduction to Joint Distributions.mp4
74.43 MB
9 - Sampling/50 - Sampling and Bias.mp4
69.93 MB
5 - Probability/25 - Discrete Probability.mp4
69.49 MB
11 - Regression/64 - Correlation Coefficient and the Residual.mp4
68.58 MB
3 - Visualizing Data/7 - Introduction to Visualizing Data.mp4
67.72 MB
2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode.mp4
64.2 MB
7 - Data Distributions/39 - Binomial Distribution.mp4
63.57 MB
7 - Data Distributions/33 - Introduction to Data Distributions.mp4
61.96 MB
5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams.mp4
61.8 MB
11 - Regression/66 - ChiSquare Tests.mp4
61.51 MB
4 - Combinatorics/15 - Introduction to Combinatorics.mp4
60.1 MB
11 - Regression/65 - Coefficient of Determination and the RMSE.mp4
58.21 MB
9 - Sampling/53 - Confidence Interval for the Mean.mp4
56.49 MB
9 - Sampling/51 - The Central Limit Theorem.mp4
55.68 MB
6 - Joint Distributions/31 - Pearson Correlation Coefficient.mp4
55.19 MB
9 - Sampling/49 - Introduction to Sampling.mp4
50.82 MB
6 - Joint Distributions/30 - Covariance.mp4
50.36 MB
10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests.mp4
47.33 MB
7 - Data Distributions/36 - Probability Density Functions.mp4
46.38 MB
10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors.mp4
46.32 MB
5 - Probability/27 - Combinations of Random Variables.mp4
46.29 MB
10 - Hypothesis Testing/60 - AB Testing.mp4
46.23 MB
2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation.mp4
46.09 MB
2 - Core Data Concepts/6 - Quartiles and IQR.mp4
44.11 MB
11 - Regression/62 - Introduction to Regression.mp4
43.9 MB
8 - The Normal Distribution/45 - Normal Distribution.mp4
43.49 MB
5 - Probability/23 - Conditional Probability Independent and Dependent.mp4
41.53 MB
7 - Data Distributions/41 - Poisson Distribution.mp4
41.45 MB
4 - Combinatorics/18 - Combinations.mp4
37.36 MB
8 - The Normal Distribution/44 - Mean Variance and Standard Deviation.mp4
37.31 MB
7 - Data Distributions/34 - Probability Mass Functions.mp4
35.4 MB
9 - Sampling/52 - The Students tDistribution.mp4
33.81 MB
7 - Data Distributions/40 - Bernoulli Distribution.mp4
33.75 MB
10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses.mp4
33.66 MB
5 - Probability/24 - Bayes Theorem.mp4
32.78 MB
7 - Data Distributions/38 - Cumulative Distribution Functions.mp4
30.99 MB
4 - Combinatorics/16 - Factorials.mp4
30.25 MB
3 - Visualizing Data/14 - Common Plot Pitfalls.mp4
27.38 MB
3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot.mp4
25.44 MB
1 - Introduction/2 - Course Overview and Curriculum.mp4
23.69 MB