Pragmatic Machine Learning with Python | By Avishek Nag | BPB Publication ( English Medium )

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Pragmatic Machine Learning with Python | By Avishek Nag | BPB Publication ( English Medium ). 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. Tagline An easy-to-understand guide to learn practical Machine Learning techniques with Mathematical foundations Key Features A balancd combination of underlying mathematical theories & practical examples with Python code Coverage of latest topics like multi-label classification, Text Mining, Doc2Vec, Word2Vec, XMeans clustering, unsupervised outlier detection, techniques to deploy ML models in production-grade systems with PMML, etc Coverage of sufficient & relevant visualization techniques specific to any topic What will you learn miliar with practical concepts of Machine Learning from ground zero Learn how to deploy Machine Learning models in production Understand how to do “Data Science Storytelling” Explore the latest topics in the current industry about Machine Learning Who this book is for This book would be ideal for experienced Software Professionals who are trying to get into the field of Machine Learning. Anyone who wishes to Learn Machine Learning concepts and models in the production lifecycle. Search Key - "Pragmatic Machine Learning with Python Avishek Nag", "Avishek Nag machine learning book", "Machine learning with Python by Avishek Nag BPB Publication", "BPB Publication machine learning book", "Pragmatic machine learning Python book", "Machine learning essentials Avishek Nag", "Python machine learning tutorial book Avishek Nag", "Pragmatic Machine Learning with Python BPB Publication", "Avishek Nag machine learning guide", "Pragmatic Machine Learning with Python buy online.Language ‏ : ‎ English, Paperback ‏ : ‎ 338 pages, ISBN-10 ‏ : ‎ 938984536X, ISBN-13 ‏ : ‎ 978-9389845365, Reading age ‏ : ‎ 15 years and up, Item Weight ‏ : ‎ 581 g, Dimensions ‏ : ‎ 19.05 x 1.96 x 23.5 cm, Country of Origin ‏ : ‎ India

Product Details

SKU, Publisher	Bpb-Pragmatic-Machine-Learning(E)
Publisher	Bpb Publication
Author, Edition	By Avishek Nag, Latest Edition, English Medium
Binding, Type	Paperback, New
No. of Pages	338

Product Description

Pragmatic Machine Learning with Python | By Avishek Nag | BPB Publication ( English Medium ). 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. Tagline An easy-to-understand guide to learn practical Machine Learning techniques with Mathematical foundations Key Features A balancd combination of underlying mathematical theories & practical examples with Python code Coverage of latest topics like multi-label classification, Text Mining, Doc2Vec, Word2Vec, XMeans clustering, unsupervised outlier detection, techniques to deploy ML models in production-grade systems with PMML, etc Coverage of sufficient & relevant visualization techniques specific to any topic What will you learn miliar with practical concepts of Machine Learning from ground zero Learn how to deploy Machine Learning models in production Understand how to do “Data Science Storytelling” Explore the latest topics in the current industry about Machine Learning Who this book is for This book would be ideal for experienced Software Professionals who are trying to get into the field of Machine Learning. Anyone who wishes to Learn Machine Learning concepts and models in the production lifecycle. Search Key - "Pragmatic Machine Learning with Python Avishek Nag", "Avishek Nag machine learning book", "Machine learning with Python by Avishek Nag BPB Publication", "BPB Publication machine learning book", "Pragmatic machine learning Python book", "Machine learning essentials Avishek Nag", "Python machine learning tutorial book Avishek Nag", "Pragmatic Machine Learning with Python BPB Publication", "Avishek Nag machine learning guide", "Pragmatic Machine Learning with Python buy online.Language ‏ : ‎ English, Paperback ‏ : ‎ 338 pages, ISBN-10 ‏ : ‎ 938984536X, ISBN-13 ‏ : ‎ 978-9389845365, Reading age ‏ : ‎ 15 years and up, Item Weight ‏ : ‎ 581 g, Dimensions ‏ : ‎ 19.05 x 1.96 x 23.5 cm, Country of Origin ‏ : ‎ India

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