Practical Full Stack Machine Learning_ A Guide to Build Reliable, Reusable, and Production-Ready Full Stack ML Solutions_Kumar, Alok.pdf

Practical Full-stack Machine Learning A Guide to Build Reliable, Reusable, And Production-Ready Full Stack ML Solutions Alok Kumar www.bpbonline.com FIRST EDITION 2022 Copyright © BPB Publications, India ISBN: 978-93-91030-42-1 All Rights Reserved. No part of this publication may be reproduced, distributed or transmitted in any form or by any means or stored in a database or retrieval system, without the prior written permission of the publisher with the exception to the program listings which may be entered, stored and executed in a computer system, but they can not be reproduced by the means of publication, photocopy, recording, or by any electronic and mechanical means. LIMITS OF LIABILITY AND DISCLAIMER OF WARRANTY The information contained in this book is true to correct and the best of author’s and publisher’s knowledge. The author has made every effort to ensure the accuracy of these publications, but publisher cannot be held responsible for any loss or damage arising from any information in this book. All trademarks referred to in the book are acknowledged as properties of their respective owners but BPB Publications cannot guarantee the accuracy of this information. www.bpbonline.com About the Author Alok is an author, speaker, open source contributor and a ML practitioner. He is currently leading the India Innovation center at Publicis Sapient to leverage emerging technologies to solve real world challenges. He has extensive experience in leading strategic initiatives and driving cutting edge fast-paced data driven solutions ranging from products to platforms. His work has won several reputed awards. The inspiration to write the book on full-stack ML came from the observation of the struggle of scaling, productioning ML systems and teams. Beyond work, He is passionate about democratizing knowledge. He manages multiple not-for-profit learnings and creative groups in NCR. He can be reached at linkedin and twitter About the Reviewer Abhijeet Prakash has 6 ye