- Python Text Processing with NLTK 2.0 Cookbook, Jacob Perkins, Packt Publishing, November 9, 2010.
- NLTK Essentials, Nitin Hardeniya, Packt Publishing, July 26, 2015.
- Hands-On Natural Language Processing with Python, Rajesh Arumugam, Rajalingappaa Shanmugamani, Packt Publishing, July 17, 2018.
- Data Analysis with Python, David Taieb, Packt Publishing, December 31, 2018.
- 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
-
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