Python Machine Learning by Example (3rd Edition)

The Third Edition of this book serves as a comprehensive gateway into the world of machine learning (ML). With six new chapters, on topics including movie recommendation engine development with Naïve Bayes, recognizing faces with support vector machine, predicting stock prices with artificial neural...

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Bibliographic Details
Main Author Liu Yuxi (Hayden)
Format eBook
LanguageEnglish
Published Packt Publishing 2020
Subjects
General Engineering & Project Administration
General References
Programming Languages
Software Engineering
Online AccessGet full text
ISBN1800209711
9781800209718

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Summary:The Third Edition of this book serves as a comprehensive gateway into the world of machine learning (ML). With six new chapters, on topics including movie recommendation engine development with Naïve Bayes, recognizing faces with support vector machine, predicting stock prices with artificial neural networks, categorizing images of clothing with convolutional neural networks, predicting with sequences using recurring neural networks, and leveraging reinforcement learning for making decisions, the book has been considerably updated for the latest enterprise requirements. At the same time, this book provides actionable insights on the key fundamentals of ML with Python programming. Hayden applies his expertise to demonstrate implementations of algorithms in Python, both from scratch and with libraries. Each chapter walks through an industry-adopted application. With the help of realistic examples, you will gain an understanding of the mechanics of ML techniques in areas such as exploratory data analysis, feature engineering, classification, regression, clustering, and NLP.
ISBN:1800209711
9781800209718