Feature Engineering Bookcamp
- 6h 22m 24s
- Sinan Ozdemir
- Manning Publications
- 2024
Feature Engineering Bookcamp walks you through six hands-on projects where you'll learn to upgrade your training data using feature engineering. Each chapter explores a new code-driven case study, taken from real-world industries like finance and healthcare. You'll practice cleaning and transforming data, mitigating bias, and more. The book is full of performance-enhancing tips for all major ML subdomains-from natural language processing to time-series analysis.