Principles of Data Science (Record no. 66524)

MARC details
000 -LEADER
fixed length control field 02050nam a22002297a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251023145526.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781837636303
028 ## - DISTRIBUTOR NAME
Distributor Name Technical Bureau India
Distributor address 4794/23, 1st Floor, Eye 7, Ansari Road, New delhi
Bill Number TB1969
Bill Date 15/10/2025
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.7 OZD
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Ozdemir, Sinan.
245 ## - TITLE STATEMENT
Title Principles of Data Science
Statement of responsibility, etc / Sinan Ozdemir.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Birmingham
Name of publisher, distributor, etc : Packet
Date of publication, distribution, etc , 2016.
300 ## - PHYSICAL DESCRIPTION
Extent xix, 305p.
Dimensions : 24cm.
365 ## - TRADE PRICE
Price amount 2100
520 ## - SUMMARY, ETC.
Summary, etc Principles of Data Science bridges mathematics, programming, and business analysis, empowering you to confidently pose and address complex data questions and construct effective machine learning pipelines. This book will equip you with the tools to transform abstract concepts and raw statistics into actionable insights.<br/><br/>Starting with cleaning and preparation, you'll explore effective data mining strategies and techniques before moving on to building a holistic picture of how every piece of the data science puzzle fits together. Throughout the book, you'll discover statistical models with which you can control and navigate even the densest or the sparsest of datasets and learn how to create powerful visualizations that communicate the stories hidden in your data.<br/><br/>With a focus on application, this edition covers advanced transfer learning and pre-trained models for NLP and vision tasks. You'll get to grips with advanced techniques for mitigating algorithmic bias in data as well as models and addressing model and data drift. Finally, you'll explore medium-level data governance, including data provenance, privacy, and deletion request handling.<br/><br/>By the end of this data science book, you'll have learned the fundamentals of computational mathematics and statistics, all while navigating the intricacies of modern ML and large pre-trained models like GPT and BERT.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Science
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data Fluency
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine Learning
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Sinan Ozdemir.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     SNU LIBRARY SNU LIBRARY 23/10/2025 Technical Bureau India Pvt. Ltd. 2100.00   005.7 OZD 31150 23/10/2025 23/10/2025 Books
    Dewey Decimal Classification     SNU LIBRARY SNU LIBRARY 23/10/2025 Technical Bureau India Pvt. Ltd. 2100.00   005.7 OZD 31151 23/10/2025 23/10/2025 Books
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