If you enjoyed this book, you may be interested in these other books by Packt:
Python Feature Engineering Cookbook
Soledad Galli
ISBN: 978-1-78980-631-1
- Simplify your feature engineering pipelines with powerful Python packages
- Get to grips with imputing missing values
- Encode categorical variables with a wide set of techniques
- Extract insights from text quickly and effortlessly
- Develop features from transactional data and time series data
- Derive new features by combining existing variables
- Understand how to transform, discretize, and scale your variables
- Create informative variables from date and time
Hands-On Data Analysis with Pandas
Stefanie Molin
ISBN: 978-1-78961-532-6
- Understand how data analysts and scientists gather and analyze data
- Perform data analysis and data wrangling using Python
- Combine, group, and aggregate data from multiple sources
- Create data visualizations with pandas, matplotlib, and seaborn
- Apply machine learning (ML) algorithms to identify patterns and make predictions
- Use Python data science libraries to analyze real-world datasets
- Use pandas to solve common data representation and analysis problems
- Build Python scripts, modules, and packages for reusable analysis code