Practical Handbook Machine Learning (Record no. 369309)

MARC details
000 -LEADER
fixed length control field 02172 a2200181 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251206171116.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789369142071
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Bhattacharya S.
9 (RLIN) 215689
245 ## - TITLE STATEMENT
Title Practical Handbook Machine Learning
250 ## - EDITION STATEMENT
Edition statement 2nd Ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc. GK Publication
Date of publication, distribution, etc. 2025
Place of publication, distribution, etc. New Delhi
300 ## - PHYSICAL DESCRIPTION
Extent 276pp
500 ## - GENERAL NOTE
Keywords Beginner-Friendly Approach: A comprehensive guide crafted for those with zero coding or advanced math background, making machine learning accessible to all.<br/><br/>Practical, Hands-On Learning: Features hands-on exercises and real-world applications to ensure concepts stick and prepare you for practical use.<br/><br/>Essential Python & Math Basics: Teaches the fundamental Python and math essentials from scratch, so you don't need any prior knowledge.<br/><br/>Multi-Format Support: Includes QR-based video lessons and online MCQs for self-testing, offering a modern, supported learning experience.<br/><br/>Broad Audience Appeal: Tailored for a wide audience, including college students, faculty, software professionals, and anyone curious about the field.
520 ## - SUMMARY, ETC.
Summary, etc. This book provides a hands-on approach with live examples of machine learning written for engineers, college students in their second or third year as well as for professionals, and faculty members who want to learn this exciting field on their own. The book focuses on explaining concepts of machine learning, which are important in applications. Some theoretical aspects are covered, to give enough intuition on how machine learning works, but without too much detail which can get a first-time student bogged down.<br/>Key Features:<br/>A comprehensive approach to Machine Learning makes the book accessible to self-learning faculty members, professionals, and college students.<br/>Numerous practical tips and Appendices on Basic Maths and Python Programming.<br/>Step-by-step hands-on exercises to help illustrate the concepts presented.<br/>Multiple choice questions with scoring (available online) for a quick test of the understanding of concepts.<br/>Set of complementary videos after each chapter with a QR code.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Source of classification or shelving scheme Dewey Decimal Classification
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Date acquired Vendor Cost, normal purchase price Total Checkouts Barcode Date last seen Date last checked out Cost, replacement price Bill Date Koha item type Original Barcode
    Dewey Decimal Classification     MCA MKSSS s K.B. Joshi Institute of Information Technology Library MKSSS s K.B. Joshi Institute of Information Technology Library 06/12/2025 8 596.25 1 KBJP-BK-2890 13/05/2026 09/12/2025 795.00 06/12/2025 Books 2890