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Item Information   Holdings     Summary     More Content       More by this author     Fenner, Mark E., author.     Subjects     Machine learning.     Python (Computer program language)     Browse Catalog     by author:      Fenner, Mark E., author.       by title:      Machine learning wit...         MARC Display

Machine learning with Python for everyone / Mark E. Fenner. by Fenner, Mark E., author. Boston : Addison-Wesley, [2020] Subjects Machine learning.   Python (Computer program language) ISBN:  9780134845623 (paperback) : 0134845625 (paperback) Series:  Addison-Wesley data and analytics series. Description:  xxvi, 555 pages : illustrations ; 23 cm Contents:  Let's discuss learning -- Some technical background -- 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. Requests:  0 Summary:  "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"--Provided by publisher   Copy/Holding information Location Collection Call No. Status Due Date   Hawaii State Library Business, Science & Technology 006.31 Fe Checked out 07/10/2024 Add Copy to MyList

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