[FreeCoursesOnline Me] [Packt] Exploratory Data Analysis with Pandas and Python 3 x [FCO]
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Torrent Hash : | 7215CE82D357390E035AF4B7B83E64CE0DF61A7C |
Torrent Added : | 1 Year+ in Other - Other |
Torrent Size : | 1.26 GB |
[FreeCoursesOnline Me] [Packt] Exploratory Data Analysis with Pandas and Python 3 x [FCO]
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Torrent File Content (39 files)
[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 -
01.The Course Overview.mp4 -
43.78 MB
02.Basic Statistical Measures.mp4 -
77.02 MB
03.Variance and Standard Deviation.mp4 -
8.09 MB
04.Visualizing Statistical Measures.mp4 -
25.56 MB
05.Calculating Percentiles.mp4 -
9.36 MB
06.Quartiles and Box Plots.mp4 -
15.34 MB
2.Dealing with Missing Data
07.Finding Missing Values.mp4 -
07.Finding Missing Values.mp4 -
35.78 MB
08.Dealing with Missing Values.mp4 -
11.28 MB
09.Hands-on with Dealing with Missing Values.mp4 -
54.91 MB
10.Case Study - Missing Data in Titanic Dataset.mp4 -
49.8 MB
3. Dealing with Outliers_
11.What are Outliers.mp4 -
11.What are Outliers.mp4 -
9.04 MB
12.Using Z-scores to Find Outliers.mp4 -
16.97 MB
13.Modified Z-scores.mp4 -
17.45 MB
14.Using IQR to Detect Outliers.mp4 -
24.61 MB
4.Univariate Analysis_
15.Types of Variables.mp4 -
15.Types of Variables.mp4 -
77.57 MB
16.Introduction to Univariate Analysis.mp4 -
18.61 MB
17.Skewness and Kurtosis.mp4 -
7.55 MB
18.Univariate Analysis over Olympics Dataset.mp4 -
50.9 MB
5. Bivariate Analysis_
19.Introduction to Bivariate Analysis.mp4 -
19.Introduction to Bivariate Analysis.mp4 -
4.01 MB
20.Correlation Coefficient.mp4 -
8.22 MB
21.Scatter Plots and Heatmaps.mp4 -
49.71 MB
22.Bivariate Analysis - Titanic Dataset.mp4 -
32.1 MB
23.Bivariate Analysis - Video Game Sales.mp4 -
91.23 MB
6. Multivariate Analysis_
24.Introduction to Multivariate Analysis.mp4 -
24.Introduction to Multivariate Analysis.mp4 -
5.17 MB
25.Multivariate Analysis over Titanic Dataset.mp4 -
38.38 MB
26.Multivariate Analysis over Pokemon Dataset.mp4 -
80.65 MB
27.Simpson’s Paradox.mp4 -
8.12 MB
28.Correlation Is Not Causation.mp4 -
22.23 MB
7. Bringing It All Together_
29.Wine Data Analysis - Initial Setup.mp4 -
29.Wine Data Analysis - Initial Setup.mp4 -
71.03 MB
30.Red Wine Analysis.mp4 -
116.06 MB
31.White Wine Analysis.mp4 -
113.61 MB
32.White Wine versus Red Wine - Analysis.mp4 -
92.86 MB
Exercise Files
code_37350.zip -
code_37350.zip -
2.15 MB
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