Pragmatic Machine Learning with Python

Author:

Avishek Nag

Publisher:

BPB Publications

Rs747 Rs849 12% OFF

Availability: Available

    

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Publisher

BPB Publications

Publication Year 2020
ISBN-13

9789389845365

ISBN-10 938984536X
Binding

Paperback

Number of Pages 340 Pages
Language (English)
Weight (grms) 581

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.

Avishek Nag

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