| ملف | حجم |
|---|
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| 0. Websites you may like/2. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url | 286.00 B |
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| 0. Websites you may like/How you can help Team-FTU.txt | 237.00 B |
| 1.Descriptive Statistics/01.The Course Overview.mp4 | 43.78 MB |
| 1.Descriptive Statistics/02.Basic Statistical Measures.mp4 | 77.02 MB |
| 1.Descriptive Statistics/03.Variance and Standard Deviation.mp4 | 8.09 MB |
| 1.Descriptive Statistics/04.Visualizing Statistical Measures.mp4 | 25.56 MB |
| 1.Descriptive Statistics/05.Calculating Percentiles.mp4 | 9.36 MB |
| 1.Descriptive Statistics/06.Quartiles and Box Plots.mp4 | 15.34 MB |
| 2.Dealing with Missing Data/07.Finding Missing Values.mp4 | 35.78 MB |
| 2.Dealing with Missing Data/08.Dealing with Missing Values.mp4 | 11.28 MB |
| 2.Dealing with Missing Data/09.Hands-on with Dealing with Missing Values.mp4 | 54.91 MB |
| 2.Dealing with Missing Data/10.Case Study - Missing Data in Titanic Dataset.mp4 | 49.80 MB |
| 3. Dealing with Outliers_/11.What are Outliers.mp4 | 9.04 MB |
| 3. Dealing with Outliers_/12.Using Z-scores to Find Outliers.mp4 | 16.97 MB |
| 3. Dealing with Outliers_/13.Modified Z-scores.mp4 | 17.45 MB |
| 3. Dealing with Outliers_/14.Using IQR to Detect Outliers.mp4 | 24.61 MB |
| 4.Univariate Analysis_/15.Types of Variables.mp4 | 77.57 MB |
| 4.Univariate Analysis_/16.Introduction to Univariate Analysis.mp4 | 18.61 MB |
| 4.Univariate Analysis_/17.Skewness and Kurtosis.mp4 | 7.55 MB |
| 4.Univariate Analysis_/18.Univariate Analysis over Olympics Dataset.mp4 | 50.90 MB |
| 5. Bivariate Analysis_/19.Introduction to Bivariate Analysis.mp4 | 4.01 MB |
| 5. Bivariate Analysis_/20.Correlation Coefficient.mp4 | 8.22 MB |
| 5. Bivariate Analysis_/21.Scatter Plots and Heatmaps.mp4 | 49.71 MB |
| 5. Bivariate Analysis_/22.Bivariate Analysis - Titanic Dataset.mp4 | 32.10 MB |
| 5. Bivariate Analysis_/23.Bivariate Analysis - Video Game Sales.mp4 | 91.23 MB |
| 6. Multivariate Analysis_/24.Introduction to Multivariate Analysis.mp4 | 5.17 MB |
| 6. Multivariate Analysis_/25.Multivariate Analysis over Titanic Dataset.mp4 | 38.38 MB |
| 6. Multivariate Analysis_/26.Multivariate Analysis over Pokemon Dataset.mp4 | 80.65 MB |
| 6. Multivariate Analysis_/27.Simpson’s Paradox.mp4 | 8.12 MB |
| 6. Multivariate Analysis_/28.Correlation Is Not Causation.mp4 | 22.23 MB |
| 7. Bringing It All Together_/29.Wine Data Analysis - Initial Setup.mp4 | 71.03 MB |
| 7. Bringing It All Together_/30.Red Wine Analysis.mp4 | 116.06 MB |
| 7. Bringing It All Together_/31.White Wine Analysis.mp4 | 113.61 MB |
| 7. Bringing It All Together_/32.White Wine versus Red Wine - Analysis.mp4 | 92.86 MB |
| Exercise Files/code_37350.zip | 2.15 MB |
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