TY - BOOK AU - Fenner, Mark E. TI - Machine Learning with Python for Everyone T2 - Addison-Wesley data and analytics series SN - 9789353944902 U1 - 006.31 PY - 2020/// CY - India: PB - Pearson India, KW - Machine learning-- KW - Python (Computer program language) N1 - Predicting categories : getting started with classification -- Predicting numerical values : getting started with regression -- Evaluating and comparing learners -- Evaluating classifiers -- Evaluating regressors -- More classification methods -- More regression methods -- Manual feature engineering : manipulating data for fun and profit -- Turning hyperparameters and pipelines -- Combining learners -- Models that engineer features for us -- Feature engineering for domains : domain-specific learning -- Connection, extensions, and further directions -- mlwpy.py listing N2 - ""Machine learning with Python for everyone" will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you're an absolute beginner. If you can write some Python code, this book is for you, no matter how little college-level math you know. Author Mark E. Fenner relies on plain-English stories, pictures, and Python examples to communicate the ideas of machine learning." ER -