Explores how to automatically find the best settings (like learning rates) for models. It contrasts efficient Bayesian Optimization against traditional grid or random searches.
The authors maintain a dedicated page with the entire free complete PDF . Download Book Automated Machine Learning pdf
You can access the full PDF through these official channels: Explores how to automatically find the best settings
The book is structured into three main parts: , Systems , and Challenges . 1. Methods (The "How") Download Book Automated Machine Learning pdf
A robust system based on the popular scikit-learn library that uses meta-learning to warm-start optimization. 3. Challenges (The Evaluation)