- Measures of Skewness and Kurtosis: https://www.itl.nist.gov/div898/handbook/eda/section3/eda35b.htm
- Pandas Cookbook, Theodore Petrou, Packt Publishing
- Learning Pandas – Second Edition, Michael Heydt, Packt Publishing
- Mastering Pandas, Femi Anthony, Packt Publishing
- Hands-On Data Analysis with Pandas, Stefanie Molin, Packt Publishing
- Title Page
- Copyright and Credits
- About Packt
- Contributors
- Preface
- Section 1: The Fundamentals of EDA
- Exploratory Data Analysis Fundamentals
- Visual Aids for EDA
- EDA with Personal Email
- Data Transformation
- Technical requirements
- Background
- Merging database-style dataframes
- Transformation techniques
- Benefits of data transformation
- Summary
- Further reading
- Section 2: Descriptive Statistics
- Descriptive Statistics
- Grouping Datasets
- Correlation
- Time Series Analysis
- Section 3: Model Development and Evaluation
- Hypothesis Testing and Regression
- Model Development and Evaluation
- EDA on Wine Quality Data Analysis
- Appendix
- Other Books You May Enjoy
Further reading
-
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click here login for view all page.