MARC details
| 000 -LEADER |
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| fixed length control field |
02669nam a2200229Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
NUBLRC |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
241210s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
978-1-83898-314-7 |
| 040 ## - CATALOGING SOURCE |
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| Transcribing agency |
NUBLRC |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
GC QA 39.3 .W45 2021 c.1 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
White, Ryan |
| 245 #0 - TITLE STATEMENT |
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| Title |
Practical discrete mathematics : |
| Remainder of title |
discover math principles that fuel algorithms for computer science and machine learning with python / |
| Statement of responsibility, etc. |
Ray T. White and Archana Tikayat Ray |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Mumbai : |
| Name of publisher, distributor, etc. |
Packt Publishing, |
| Date of publication, distribution, etc. |
c2021 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
309 pages : |
| Other physical details |
illustration ; |
| Dimensions |
24cm. |
| 365 ## - TRADE PRICE |
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| Price amount |
USD 70.00 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc. note |
Include index. |
| 505 ## - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Part I. Basic Concepts of DIscrete math -- 1. Key Concepts, Notation, Set Theory, Relations, and Functions -- 2. Formal Logic and Construdcting Mathematical Proofs -- 3. Computing with Base-n Numbers -- 4. Combinatorics Using SciPy -- 5. Elements of Discrete Probability -- Part II. Implementing Discrete Mathematics in Data and Computer Science -- 6. Computational Algorithms in Linear Algebra -- 7. Computational Requirements for Algorithms -- 8. Storage and Feature Extraction of Graphs, Trees, and Networks -- 9. Searching Data Structures and Finding Shortest Paths -- Part III - Real - World Applications of Discrete Mathematics -- 10. Regression Analysis with NumPy and Scikit-Learn -- 11. Web Searches with PageRank -- 12. Principal Component Analysis with Scikit-Learn |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Discrete mathematics deals with studying countable, distinct elements, and its principles are widely used in building lagorithms for computer science and dat science. The knowledge of discrete math concepts will help you understand the alghorithms, binary, and general mathematics that sit at the core of data-driven task. Prictical Discret Mathamatics is comprehensive instroduction for those who are new to the mathamatics of countable object. THis book will help you up to speed with using discret math principles to take your computer science skills to a more advanced level. As you learn the language of discrete mathamaticsm you'll alaso cover methods crucial to studing and descrbing computer science skills to a more advanc ed level. As you learn the lanuage of discret mathematics. you'll also cover methods crusical to studing and describing computer science and machine learning objects and algorithms. The chapters that follow will guide you through how memory and CPUs work. In addition tho thi. you'll undertsand how to analyze data for useful patterns, before finally exploring how to apply math concepts in nterwork routing, web searching, data science.\ |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
MATHEMATICS |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ray, Archana Tikayat |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Books |
