TY  - BOOK
AU  - Song, Qingguan
AU  - Jin, Haifeng
AU  - Hu, Xia
TI  - Automated machine learning in action 
SN  - 9781617298059
U1  - 006.31 SON 
PY  - 2022///
CY  - New York
PB  - Manning Publications Co., 
KW  - Machine learning
KW  - Data augmentation
KW  - Automated machine learning
N1  - Includes index
N2  - Automated Machine Learning in Action reveals how you can automate the burdensome elements of designing and tuning your machine learning systems. It’s written in a math-lite and accessible style, and filled with hands-on examples for applying AutoML techniques to every stage of a pipeline. AutoML can even be implemented by machine learning novices! If you’re new to ML, you’ll appreciate how the book primes you on machine learning basics. Experienced practitioners will love learning how automated tools like AutoKeras and KerasTuner can create pipelines that automatically select the best approach for your task, or tune any customized search space with user-defined hyperparameters, which removes the burden of manual tuning
ER  -