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[FreeCoursesOnline.Me] [Packt] Exploratory Data Analysis with Pandas and Python 3.x [FCO]

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种子名称： [FreeCoursesOnline.Me] [Packt] Exploratory Data Analysis with Pandas and Python 3.x [FCO]
文件类型：视频
文件数目： 32个文件
文件大小： 1.26 GB
收录时间： 2020-2-8 22:34
已经下载： 3次
资源热度： 188
最近下载： 2024-6-24 13:16

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1.Descriptive Statistics/01.The Course Overview.mp443.78MB

1.Descriptive Statistics/02.Basic Statistical Measures.mp477.02MB

1.Descriptive Statistics/03.Variance and Standard Deviation.mp48.09MB

1.Descriptive Statistics/04.Visualizing Statistical Measures.mp425.56MB

1.Descriptive Statistics/05.Calculating Percentiles.mp49.36MB

1.Descriptive Statistics/06.Quartiles and Box Plots.mp415.34MB

2.Dealing with Missing Data/07.Finding Missing Values.mp435.78MB

2.Dealing with Missing Data/08.Dealing with Missing Values.mp411.28MB

2.Dealing with Missing Data/09.Hands-on with Dealing with Missing Values.mp454.91MB

2.Dealing with Missing Data/10.Case Study - Missing Data in Titanic Dataset.mp449.8MB

3. Dealing with Outliers_/11.What are Outliers.mp49.04MB

3. Dealing with Outliers_/12.Using Z-scores to Find Outliers.mp416.97MB

3. Dealing with Outliers_/13.Modified Z-scores.mp417.45MB

3. Dealing with Outliers_/14.Using IQR to Detect Outliers.mp424.61MB

4.Univariate Analysis_/15.Types of Variables.mp477.57MB

4.Univariate Analysis_/16.Introduction to Univariate Analysis.mp418.61MB

4.Univariate Analysis_/17.Skewness and Kurtosis.mp47.55MB

4.Univariate Analysis_/18.Univariate Analysis over Olympics Dataset.mp450.9MB

5. Bivariate Analysis_/19.Introduction to Bivariate Analysis.mp44.01MB

5. Bivariate Analysis_/20.Correlation Coefficient.mp48.22MB

5. Bivariate Analysis_/21.Scatter Plots and Heatmaps.mp449.71MB

5. Bivariate Analysis_/22.Bivariate Analysis - Titanic Dataset.mp432.1MB

5. Bivariate Analysis_/23.Bivariate Analysis - Video Game Sales.mp491.23MB

6. Multivariate Analysis_/24.Introduction to Multivariate Analysis.mp45.17MB

6. Multivariate Analysis_/25.Multivariate Analysis over Titanic Dataset.mp438.38MB

6. Multivariate Analysis_/26.Multivariate Analysis over Pokemon Dataset.mp480.65MB

6. Multivariate Analysis_/27.Simpson’s Paradox.mp48.12MB

6. Multivariate Analysis_/28.Correlation Is Not Causation.mp422.23MB

7. Bringing It All Together_/29.Wine Data Analysis - Initial Setup.mp471.03MB

7. Bringing It All Together_/30.Red Wine Analysis.mp4116.06MB

7. Bringing It All Together_/31.White Wine Analysis.mp4113.61MB

7. Bringing It All Together_/32.White Wine versus Red Wine - Analysis.mp492.86MB