| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1 - Introduction | |||
| 1 - ExploratoryDataAnalysis_IN_DataScience.pdf | 1.5 MB | ||
| 1 - Introduction.mp4 | 4 MB | ||
| 2 - Data loading and Data Cleanup | |||
| 2 - Data Loading and Data Cleanup.mp4 | 25.8 MB | ||
| 3 - Data Loading and Data Cleanup - Python Code.mp4 | 35 MB | ||
| 3 - DataLoading_DataCleaning.ipynb.bin | 12.2 KB | ||
| 3 - Exploratory Data Analysis | |||
| 10 - EDA - Univariate Analysis - Normal Distribution Curve.mp4 | 31.7 MB | ||
| 11 - DataExploration_EDA_py.ipynb.bin | 310.2 KB | ||
| 11 - EDA - Univariate Analysis - Normal Distribution Curve - Python Code (Description).html | 921.6 B | ||
| 11 - EDA - Univariate Analysis - Normal Distribution Curve - Python Code.mp4 | 39.8 MB | ||
| 12 - EDA - Univariate Analysis - Standard Normal Distribution.mp4 | 44.2 MB | ||
| 13 - DataExploration_EDA_py.ipynb.bin | 310.2 KB | ||
| 13 - EDA - Univariate Analysis - Standard Normal Distribution - Python Code (Description).html | 921.6 B | ||
| 13 - EDA - Univariate Analysis - Standard Normal Distribution - Python Code.mp4 | 70 MB | ||
| 14 - EDA - Univariate Analysis - Uniform Distribution.mp4 | 22.7 MB | ||
| 15 - EDA - Univariate Analysis - Poisson Distribution.mp4 | 16.3 MB | ||
| 16 - EDA - Univariate Analysis - Poisson Distribution - Python Code (Description).html | 819.2 B | ||
| 16 - EDA - Univariate Analysis - Poisson Distribution - Python Code.mp4 | 28.4 MB | ||
| 16 - poisson.ipynb.bin | 32.1 KB | ||
| 17 - EDA - Univariate Analysis - Binomial Distribution.mp4 | 42.8 MB | ||
| 18 - BinomialDIstribution.ipynb.bin | 43.1 KB | ||
| 18 - EDA - Univariate Analysis - Binomial Distribution - Python Code (Description).html | 716.8 B | ||
| 18 - EDA - Univariate Analysis - Binomial Distribution - Python Code.mp4 | 27.6 MB | ||
| 4 - EDA - Bivariate Analysis - MultivariateAnalysis | |||
| 19 - EDA - Bivariate and Multivariate Analysis - Correlation.mp4 | 62.1 MB | ||
| 20 - BiVariate_Correlation_Examples.ipynb.bin | 86.2 KB | ||
| 20 - EDA - Bivariate and Multivariate Analysis - Correlation - Python Code.mp4 | 20.1 MB | ||
| 21 - EDA - MultivariateAnalysis_Grouping_Of_Data_PivotChart.mp4 | 13.8 MB | ||
| 21 - univariate-analysis.xlsx | 1 MB | ||
| 5 - EDA - Attrition Data Analysis | |||
| 22 - EDA - Attrition Data Analysis - Categorical Variable Encoding.mp4 | 21.7 MB | ||
| 22 - employee_attrition_hr_2026 - analysis-exceldata.xls | 3.3 MB | ||
| 22 - employee_attrition_hr_2026 - analysis.csv | 649.2 KB | ||
| 23 - EDA - Attrition Data Analysis - Attrition - Groupby Gender.mp4 | 21.1 MB | ||
| 24 - EDA - Attrition Data Analysis - Attrition - Groupby Department Gender.mp4 | 2.3 MB | ||
| 25 - EDA - Attrition Data Analysis - Income - Groupby Department Gender.mp4 | 3.1 MB | ||
| 26 - EDA - Attrition Data Analysis - Part1 - Python Code.mp4 | 135.4 MB | ||
| 26 - eda_attrition_data_analysis.ipynb.bin | 385 KB | ||
| 26 - employee_attrition_hr_2026.csv | 649.2 KB | ||
| 27 - EDA - Attrition Data Analysis - Part2 - Python Code.mp4 | 46.4 MB | ||
| 27 - eda_attrition_data_analysis.ipynb.bin | 385 KB | ||
| 27 - employee_attrition_hr_2026.csv | 649.2 KB | ||
| 6 - EDA - Hypothesis Testing | |||
| 28 - EDA - Data Sampling.mp4 | 6.4 MB | ||
| 29 - EDA - Hypothesis Testing.mp4 | 66.5 MB | ||
| 30 - EDA - Hypothesis Testing - Two Tailed Test.mp4 | 15.2 MB | ||
| 30 - hypothesis_testing.ipynb.bin | 77.4 KB | ||
| 4 - EDA - Univariate Analysis - Measures of central tendency.mp4 | 52.6 MB | ||
| 5 - EDA - Univariate Analysis - Measures of spread or dispersion.mp4 | 10.8 MB | ||
| 6 - EDA - Univariate Analysis - Using sample data.mp4 | 11.3 MB | ||
| 6 - univariate-analysis.xlsx | 1 MB | ||
| 7 - EDA - Univariate Analysis - Box Plot for Outliers.mp4 | 13 MB | ||
| 8 - DataExploration_EDA_py.ipynb.bin | 310.2 KB | ||
| 8 - EDA - Univariate Analysis - Box Plot for Outliers - Python Code (Description).html | 921.6 B | ||
| 8 - EDA - Univariate Analysis - Box Plot for Outliers - Python Code.mp4 | 56.7 MB | ||
| 9 - EDA - Univariate Analysis - Box Plot for Outliers - Using Sample Data.mp4 | 36.3 MB | ||
| 9 - univariate-analysis.xlsx | 1 MB | ||
| 3 - height_weight_data.csv | 3.4 KB |
Exploratory Data Analysis in Data Science
https://WebToolTip.com
Published 8/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 2h 13m | Size: 994.97 MB
Learn EDA from basic to advanced data insights
What you'll learn
Learn techniques of data analysis like univariate, bivariate, multivariate analysis with data spread, data distortion, correlation using python
Learn to plot and analyze data distribution measurable patterns like Normal Distribution, Standard Normal, Poisson, Binomial distributions
Learn to reflect data analysis results as visualizations chart like Scatter chart, HeatMap, Histogram, Column Chart, BoxPlot etc
Case study based examples to learn data ingestion, cleanup, statistical measures, data dependency patterns, and predictive outcome of analysis for ML modeling
Enables a person to confidently apply learning concepts in business use-cases.
Requirements
Basic knowledge of python programming
Development environment like Google Colab, Jupyter notebook, Excel etc
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 3.2 GB | freecoursewb | 6 months | 2 | 0 | |
| 774.9 MB | freecoursewb | 4 years | 0 | 0 | |
| 1.8 GB | freecoursewb | 4 years | 0 | 0 |
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