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Packt | Exploratory Data Analysis with Pandas and ...
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Packt | Exploratory Data Analysis with Pandas and Python 3 x [FCO] GloDLS Torrent content (File list)
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| 1.Descriptive Statistics/01.The Course Overview.mp4 43.8 MB |
| 1.Descriptive Statistics/02.Basic Statistical Measures.mp4 77.0 MB |
| 1.Descriptive Statistics/03.Variance and Standard Deviation.mp4 8.1 MB |
| 1.Descriptive Statistics/04.Visualizing Statistical Measures.mp4 25.6 MB |
| 1.Descriptive Statistics/05.Calculating Percentiles.mp4 9.4 MB |
| 1.Descriptive Statistics/06.Quartiles and Box Plots.mp4 15.3 MB |
| 2.Dealing with Missing Data/07.Finding Missing Values.mp4 35.8 MB |
| 2.Dealing with Missing Data/08.Dealing with Missing Values.mp4 11.3 MB |
| 2.Dealing with Missing Data/09.Hands-on with Dealing with Missing Values.mp4 54.9 MB |
| 2.Dealing with Missing Data/10.Case Study - Missing Data in Titanic Dataset.mp4 49.8 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 17.0 MB |
| 3. Dealing with Outliers_/13.Modified Z-scores.mp4 17.5 MB |
| 3. Dealing with Outliers_/14.Using IQR to Detect Outliers.mp4 24.6 MB |
| 4.Univariate Analysis_/15.Types of Variables.mp4 77.6 MB |
| 4.Univariate Analysis_/16.Introduction to Univariate Analysis.mp4 18.6 MB |
| 4.Univariate Analysis_/17.Skewness and Kurtosis.mp4 7.5 MB |
| 4.Univariate Analysis_/18.Univariate Analysis over Olympics Dataset.mp4 50.9 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 49.7 MB |
| 5. Bivariate Analysis_/22.Bivariate Analysis - Titanic Dataset.mp4 32.1 MB |
| 5. Bivariate Analysis_/23.Bivariate Analysis - Video Game Sales.mp4 91.2 MB |
| 6. Multivariate Analysis_/24.Introduction to Multivariate Analysis.mp4 5.2 MB |
| 6. Multivariate Analysis_/25.Multivariate Analysis over Titanic Dataset.mp4 38.4 MB |
| 6. Multivariate Analysis_/26.Multivariate Analysis over Pokemon Dataset.mp4 80.6 MB |
| 6. Multivariate Analysis_/27.Simpson’s Paradox.mp4 8.1 MB |
| 6. Multivariate Analysis_/28.Correlation Is Not Causation.mp4 22.2 MB |
| 7. Bringing It All Together_/29.Wine Data Analysis - Initial Setup.mp4 71.0 MB |
| 7. Bringing It All Together_/30.Red Wine Analysis.mp4 116.1 MB |
| 7. Bringing It All Together_/31.White Wine Analysis.mp4 113.6 MB |
| 7. Bringing It All Together_/32.White Wine versus Red Wine - Analysis.mp4 92.9 MB |
| Exercise Files/code_37350.zip 2.1 MB |
- Torrent indexed: 6 years
- Torrent updated: Wednesday 12th of June 2019 04:30:27 PM
- Torrent hash: 7215CE82D357390E035AF4B7B83E64CE0DF61A7C
- Torrent size: 1.3 GB
- Torrent category: Tutorials
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