├── Exercises - Week 1 to 6 of Statistics for Data Science with Python ├── 1. Introduction_to_probability_distribution.ipynb ├── 2. Visualizing_Data.ipynb ├── 3. Descriptive_Stats.ipynb ├── 4. Regression_Analysis.ipynb ├── 5. Hypothesis_Testing.ipynb ├── 6. Statistics for Data Science with Python.ipynb └── Review_introduction.ipynb ├── LICENSE ├── Project - Boston Housing Data Analysis ├── Project Case - Boston Housing Data Analysis (Week 6).ipynb ├── auto.csv ├── boston_housing.csv └── teachingratings.csv ├── README.md └── cheat_sheet_statistics_with_python.md.html /Exercises - Week 1 to 6 of Statistics for Data Science with Python/1. Introduction_to_probability_distribution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mrankitgupta/Statistics-for-Data-Science-using-Python/HEAD/Exercises - Week 1 to 6 of Statistics for Data Science with Python/1. Introduction_to_probability_distribution.ipynb -------------------------------------------------------------------------------- /Exercises - Week 1 to 6 of Statistics for Data Science with Python/2. Visualizing_Data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mrankitgupta/Statistics-for-Data-Science-using-Python/HEAD/Exercises - Week 1 to 6 of Statistics for Data Science with Python/2. Visualizing_Data.ipynb -------------------------------------------------------------------------------- /Exercises - Week 1 to 6 of Statistics for Data Science with Python/3. Descriptive_Stats.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mrankitgupta/Statistics-for-Data-Science-using-Python/HEAD/Exercises - Week 1 to 6 of Statistics for Data Science with Python/3. Descriptive_Stats.ipynb -------------------------------------------------------------------------------- /Exercises - Week 1 to 6 of Statistics for Data Science with Python/4. Regression_Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mrankitgupta/Statistics-for-Data-Science-using-Python/HEAD/Exercises - Week 1 to 6 of Statistics for Data Science with Python/4. Regression_Analysis.ipynb -------------------------------------------------------------------------------- /Exercises - Week 1 to 6 of Statistics for Data Science with Python/5. Hypothesis_Testing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mrankitgupta/Statistics-for-Data-Science-using-Python/HEAD/Exercises - Week 1 to 6 of Statistics for Data Science with Python/5. Hypothesis_Testing.ipynb -------------------------------------------------------------------------------- /Exercises - Week 1 to 6 of Statistics for Data Science with Python/6. Statistics for Data Science with Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mrankitgupta/Statistics-for-Data-Science-using-Python/HEAD/Exercises - Week 1 to 6 of Statistics for Data Science with Python/6. 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