Machine Learning using Python (Record no. 673519)

MARC details
000 -LEADER
fixed length control field 01177nam a22001697a 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220429b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 978-81-265-7990-7
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.133/PRA/KUM
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Pradhan, Manaranjan
245 ## - TITLE STATEMENT
Title Machine Learning using Python
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New Delhi
Name of publisher, distributor, etc Wiley India Pvt Ltd
Date of publication, distribution, etc 2019
300 ## - PHYSICAL DESCRIPTION
Extent xx, 343p
520 ## - SUMMARY, ETC.
Summary, etc This book is written to provide a strong foundation in Machine Learning using Python libraries by providing real-life case studies and examples. It covers topics such as Foundations of Machine Learning, Introduction to Python, Descriptive Analytics and Predictive Analytics. Advanced Machine Learning concepts such as decision tree learning, random forest, boosting, recommender systems, and text analytics are covered. The book takes a balanced approach between theoretical understanding and practical applications. All the topics include real-world examples and provide step-by-step approach on how to explore, build, evaluate, and optimize machine learning models.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine Learning, Analytics, Distributions and Hypothesis Tests, Linear Regression etc.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Kumar, Dinesh
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Full call number Barcode Date last seen Koha item type Public note
    Dewey Decimal Classification     Symbiosis Institute of Computer Studies and Research Symbiosis Institute of Computer Studies and Research Python 28/04/2022 Nitin Books Distributors 589.00 005.133/PRA/KUM SICSR-B-19635 11/07/2025 Books Machine Learning, Analytics, Distributions and Hypothesis Tests, Linear Regression etc.