Appendix 1. Other Books You May Enjoy
If you enjoyed this book, you may be interested in these other books by Packt:
Statistics for Machine Learning Pratap Dangeti
ISBN: 9781788295758
- Understand the Statistical and Machine Learning fundamentals necessary to build models
- Understand the major differences and parallels between the statistical way and the Machine Learning way to solve problems
- Learn how to prepare data and feed models by using the appropriate Machine Learning algorithms from the more-than-adequate R and Python packages
- Analyze the results and tune the model appropriately to your own predictive goals
- Understand the concepts of required statistics for Machine Learning
- Introduce yourself to necessary fundamentals required for building supervised & unsupervised deep learning models
- Learn reinforcement learning and its application in the field of artificial intelligence domain
Feature Engineering Made Easy Sinan Ozdemir, Divya Susarla
ISBN: 9781787287600
- Identify and leverage different feature types
- Clean features in data to improve predictive power
- Understand why and how to perform feature selection, and model error analysis
- Leverage domain knowledge to construct new features
- Deliver features based on mathematical insights
- Use machine-learning algorithms to construct features
- Master feature engineering and optimization
- Harness feature engineering for real world applications through a structured case study
