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种子名称： [FreeCourseSite.com] Udemy - Math for Data Science Masterclass
文件类型： 视频
文件数目： 59个文件
文件大小： 2.91 GB
收录时间： 2024-3-4 16:07
已经下载： 3次
资源热度： 159
最近下载： 2024-12-26 04:09

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

1 - Introduction/2 - Course Overview and Curriculum.mp423.69MB

10 - Hypothesis Testing/55 - Introduction to Hypothesis Testing.mp494.25MB

10 - Hypothesis Testing/56 - Inferential Statistics and Hypotheses.mp433.66MB

10 - Hypothesis Testing/57 - Significance Level and Type I and II Errors.mp446.32MB

10 - Hypothesis Testing/58 - Test Statistics for One and TwoTailed Tests.mp447.33MB

10 - Hypothesis Testing/59 - The pValue and Rejecting the Null.mp486.15MB

10 - Hypothesis Testing/60 - AB Testing.mp446.23MB

11 - Regression/62 - Introduction to Regression.mp443.9MB

11 - Regression/63 - Scatterplots and Regression.mp420.72MB

11 - Regression/64 - Correlation Coefficient and the Residual.mp468.58MB

11 - Regression/65 - Coefficient of Determination and the RMSE.mp458.21MB

11 - Regression/66 - ChiSquare Tests.mp461.51MB

11 - Regression/67 - ANOVA.mp482.53MB

2 - Core Data Concepts/3 - Introduction to Core Data Concepts.mp485.84MB

2 - Core Data Concepts/4 - Measurements of Central Tendency Mean Median and Mode.mp464.2MB

2 - Core Data Concepts/5 - Measurements of Dispersion Variance and Standard Deviation.mp446.09MB

2 - Core Data Concepts/6 - Quartiles and IQR.mp444.11MB

3 - Visualizing Data/10 - Distribution Plots Histograms.mp422.93MB

3 - Visualizing Data/11 - Categorical Plots Bar Plots.mp413.78MB

3 - Visualizing Data/12 - CategoricalDistribution Plots Box and Whisker Plots.mp415.34MB

3 - Visualizing Data/13 - Other Plot Types Violin Plot KDE Plot.mp425.44MB

3 - Visualizing Data/14 - Common Plot Pitfalls.mp427.38MB

3 - Visualizing Data/7 - Introduction to Visualizing Data.mp467.72MB

3 - Visualizing Data/8 - Scatter Plots.mp479.57MB

3 - Visualizing Data/9 - Line Plots.mp422.26MB

4 - Combinatorics/15 - Introduction to Combinatorics.mp460.1MB

4 - Combinatorics/16 - Factorials.mp430.25MB

4 - Combinatorics/17 - Permutations.mp419.96MB

4 - Combinatorics/18 - Combinations.mp437.36MB

5 - Probability/20 - Introduction to Probability.mp4120.65MB

5 - Probability/21 - Probability Law of Large Numbers Experimental vs Expected.mp476.7MB

5 - Probability/22 - The Addition Rule Union and Intersection Venn Diagrams.mp461.8MB

5 - Probability/23 - Conditional Probability Independent and Dependent.mp441.53MB

5 - Probability/24 - Bayes Theorem.mp432.78MB

5 - Probability/25 - Discrete Probability.mp469.49MB

5 - Probability/26 - Transforming Random Variables.mp476.69MB

5 - Probability/27 - Combinations of Random Variables.mp446.29MB

6 - Joint Distributions/29 - Introduction to Joint Distributions.mp474.43MB

6 - Joint Distributions/30 - Covariance.mp450.36MB

6 - Joint Distributions/31 - Pearson Correlation Coefficient.mp455.19MB

7 - Data Distributions/33 - Introduction to Data Distributions.mp461.96MB

7 - Data Distributions/34 - Probability Mass Functions.mp435.4MB

7 - Data Distributions/35 - Discrete Uniform Distribution Dice Roll.mp413.5MB

7 - Data Distributions/36 - Probability Density Functions.mp446.38MB

7 - Data Distributions/37 - Continuous Uniform Distribution Voltage.mp421.91MB

7 - Data Distributions/38 - Cumulative Distribution Functions.mp430.99MB

7 - Data Distributions/39 - Binomial Distribution.mp463.57MB

7 - Data Distributions/40 - Bernoulli Distribution.mp433.75MB

7 - Data Distributions/41 - Poisson Distribution.mp441.45MB

8 - The Normal Distribution/43 - Introduction to The Normal Distribution.mp486.19MB

8 - The Normal Distribution/44 - Mean Variance and Standard Deviation.mp437.31MB

8 - The Normal Distribution/45 - Normal Distribution.mp443.49MB

8 - The Normal Distribution/46 - Standard Normal Distribution.mp418.83MB

8 - The Normal Distribution/47 - ZScores.mp4100.95MB

9 - Sampling/49 - Introduction to Sampling.mp450.82MB

9 - Sampling/50 - Sampling and Bias.mp469.93MB

9 - Sampling/51 - The Central Limit Theorem.mp455.68MB

9 - Sampling/52 - The Students tDistribution.mp433.81MB

9 - Sampling/53 - Confidence Interval for the Mean.mp456.49MB