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[FreeCourseSite.com] Udemy - Math for Data Science Masterclass
magnet:?xt=urn:btih:7fb6f3fa1fee401b801fe641ea2eb72fd41d2f5c&dn=[FreeCourseSite.com] Udemy - Math for Data Science Masterclass
磁力链接详情
Hash值:
7fb6f3fa1fee401b801fe641ea2eb72fd41d2f5c
点击数:
67
文件大小:
2.91 GB
文件数量:
59
创建日期:
2024-3-4 16:07
最后访问:
2024-5-26 03:23
访问标签:
FreeCourseSite
com
Udemy
-
Math
for
Data
Science
Masterclass
文件列表详情
1 - Introduction/2 - Course Overview and Curriculum.mp4 23.69 MB
10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing.mp4 94.25 MB
10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses.mp4 33.66 MB
10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors.mp4 46.32 MB
10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests.mp4 47.33 MB
10 - Hypothesis Testing/59 - The pValue and Rejecting the Null.mp4 86.15 MB
10 - Hypothesis Testing/60 - AB Testing.mp4 46.23 MB
11 - Regression/62 - Introduction to Regression.mp4 43.9 MB
11 - Regression/63 - Scatterplots and Regression.mp4 20.72 MB
11 - Regression/64 - Correlation Coefficient and the Residual.mp4 68.58 MB
11 - Regression/65 - Coefficient of Determination and the RMSE.mp4 58.21 MB
11 - Regression/66 - ChiSquare Tests.mp4 61.51 MB
11 - Regression/67 - ANOVA.mp4 82.53 MB
2 - Core Data Concepts/3 - Introduction to Core Data Concepts.mp4 85.84 MB
2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode.mp4 64.2 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
3 - Visualizing Data/10 - Distribution Plots Histograms.mp4 22.93 MB
3 - Visualizing Data/11 - Categorical Plots Bar Plots.mp4 13.78 MB
3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots.mp4 15.34 MB
3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot.mp4 25.44 MB
3 - Visualizing Data/14 - Common Plot Pitfalls.mp4 27.38 MB
3 - Visualizing Data/7 - Introduction to Visualizing Data.mp4 67.72 MB
3 - Visualizing Data/8 - Scatter Plots.mp4 79.57 MB
3 - Visualizing Data/9 - Line Plots.mp4 22.26 MB
4 - Combinatorics/15 - Introduction to Combinatorics.mp4 60.1 MB
4 - Combinatorics/16 - Factorials.mp4 30.25 MB
4 - Combinatorics/17 - Permutations.mp4 19.96 MB
4 - Combinatorics/18 - Combinations.mp4 37.36 MB
5 - Probability/20 - Introduction to Probability.mp4 120.65 MB
5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected.mp4 76.7 MB
5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams.mp4 61.8 MB
5 - Probability/23 - Conditional Probability Independent and Dependent.mp4 41.53 MB
5 - Probability/24 - Bayes Theorem.mp4 32.78 MB
5 - Probability/25 - Discrete Probability.mp4 69.49 MB
5 - Probability/26 - Transforming Random Variables.mp4 76.69 MB
5 - Probability/27 - Combinations of Random Variables.mp4 46.29 MB
6 - Joint Distributions/29 - Introduction to Joint Distributions.mp4 74.43 MB
6 - Joint Distributions/30 - Covariance.mp4 50.36 MB
6 - Joint Distributions/31 - Pearson Correlation Coefficient.mp4 55.19 MB
7 - Data Distributions/33 - Introduction to Data Distributions.mp4 61.96 MB
7 - Data Distributions/34 - Probability Mass Functions.mp4 35.4 MB
7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll.mp4 13.5 MB
7 - Data Distributions/36 - Probability Density Functions.mp4 46.38 MB
7 - Data Distributions/37 - Continuous Uniform Distribution Voltage.mp4 21.91 MB
7 - Data Distributions/38 - Cumulative Distribution Functions.mp4 30.99 MB
7 - Data Distributions/39 - Binomial Distribution.mp4 63.57 MB
7 - Data Distributions/40 - Bernoulli Distribution.mp4 33.75 MB
7 - Data Distributions/41 - Poisson Distribution.mp4 41.45 MB
8 - The Normal Distribution/43 - Introduction to The Normal Distribution.mp4 86.19 MB
8 - The Normal Distribution/44 - Mean Variance and Standard Deviation.mp4 37.31 MB
8 - The Normal Distribution/45 - Normal Distribution.mp4 43.49 MB
8 - The Normal Distribution/46 - Standard Normal Distribution.mp4 18.83 MB
8 - The Normal Distribution/47 - ZScores.mp4 100.95 MB
9 - Sampling/49 - Introduction to Sampling.mp4 50.82 MB
9 - Sampling/50 - Sampling and Bias.mp4 69.93 MB
9 - Sampling/51 - The Central Limit Theorem.mp4 55.68 MB
9 - Sampling/52 - The Students tDistribution.mp4 33.81 MB
9 - Sampling/53 - Confidence Interval for the Mean.mp4 56.49 MB
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