How the Machine Learning Process is Like Cooking
How the machine learning process, from data to a deployed model, mirrors cooking a meal, and why following the process leads to better models.
Machine learning is a vast subject and there is a lot to learn. Luckily, there are several books out there that can help us along the way. Below I list what I believe are the top 5 machine learning books that are currently out there.
- Hands on Machine Learing - Second edition comes out in August 2019
- Machine Learning with Python Cookbook
- Python Data Science Handbook and for more pandas Python for Data Analysis is also great
- Deep Learning with Python
- Introduction to Statistical Elements
