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Pragmatic machine learning with Python : learn how to deploy machine learning models in production by Avishek Nag is a nonfiction available to read on EtoBox.

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An easy-to-understand guide to learn practical Machine Learning techniques with Mathematical foundations Key Features Description This book will be ideal for working professionals who want to learn Machine Learning from scratch. The first chapter will be an introductory chapter to make readers comfortable with the idea of Machine Learning and the required mathematical theories. There will be a balanced combination of underlying mathematical theories corresponding to any Machine Learning topic and its implementation using Python. Most of the implementations will be based on scikit-learn, but other Python libraries like Gensim or PyTorch will also be used for some topics like text analytics or deep learning. The book will be divided into chapters based on primary Machine Learning topics like Classification, Regression, Clustering, Deep Learning, Text Mining, etc. The book will also explain different techniques of putting Machine Learning models into production-grade systems using Big Data or Non-Big Data flavors and standards for exporting models. What will you learn Who this book is for This book would be ideal for experienced Software Professionals who are trying to get into the fi

Who reads Pragmatic machine learning with Python : learn how to deploy machine learning models in production?

Author

Avishek Nag

Publisher

Published by Manish Jain for BPB Publications

Published

2020

Language

EN

ISBN

9789389845372

Category

nonfiction

Subjects

Language Learning, Science, Computer Science