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

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1.Descriptive Statistics/01.The Course Overview.mp4
44 MB
1.Descriptive Statistics/02.Basic Statistical Measures.mp4
77 MB
1.Descriptive Statistics/03.Variance and Standard Deviation.mp4
8.1 MB
1.Descriptive Statistics/04.Visualizing Statistical Measures.mp4
26 MB
1.Descriptive Statistics/05.Calculating Percentiles.mp4
9.4 MB
1.Descriptive Statistics/06.Quartiles and Box Plots.mp4
15 MB
2.Dealing with Missing Data/07.Finding Missing Values.mp4
36 MB
2.Dealing with Missing Data/08.Dealing with Missing Values.mp4
11 MB
2.Dealing with Missing Data/09.Hands-on with Dealing with Missing Values.mp4
55 MB
2.Dealing with Missing Data/10.Case Study - Missing Data in Titanic Dataset.mp4
50 MB
3. Dealing with Outliers_/11.What are Outliers.mp4
9.0 MB
3. Dealing with Outliers_/12.Using Z-scores to Find Outliers.mp4
17 MB
3. Dealing with Outliers_/13.Modified Z-scores.mp4
18 MB
3. Dealing with Outliers_/14.Using IQR to Detect Outliers.mp4
25 MB
4.Univariate Analysis_/15.Types of Variables.mp4
78 MB
4.Univariate Analysis_/16.Introduction to Univariate Analysis.mp4
19 MB
4.Univariate Analysis_/17.Skewness and Kurtosis.mp4
7.5 MB
4.Univariate Analysis_/18.Univariate Analysis over Olympics Dataset.mp4
51 MB
5. Bivariate Analysis_/19.Introduction to Bivariate Analysis.mp4
4.0 MB
5. Bivariate Analysis_/20.Correlation Coefficient.mp4
8.2 MB
5. Bivariate Analysis_/21.Scatter Plots and Heatmaps.mp4
50 MB
5. Bivariate Analysis_/22.Bivariate Analysis - Titanic Dataset.mp4
32 MB
5. Bivariate Analysis_/23.Bivariate Analysis - Video Game Sales.mp4
91 MB
6. Multivariate Analysis_/24.Introduction to Multivariate Analysis.mp4
5.2 MB
6. Multivariate Analysis_/25.Multivariate Analysis over Titanic Dataset.mp4
38 MB
6. Multivariate Analysis_/26.Multivariate Analysis over Pokemon Dataset.mp4
81 MB
6. Multivariate Analysis_/27.Simpson’s Paradox.mp4
8.1 MB
6. Multivariate Analysis_/28.Correlation Is Not Causation.mp4
22 MB
7. Bringing It All Together_/29.Wine Data Analysis - Initial Setup.mp4
71 MB
7. Bringing It All Together_/30.Red Wine Analysis.mp4
116 MB
7. Bringing It All Together_/31.White Wine Analysis.mp4
114 MB
7. Bringing It All Together_/32.White Wine versus Red Wine - Analysis.mp4
93 MB
Exercise Files/code_37350.zip
2.1 MB