Just Enough Data Science and Machine Learning

Language: English

Published by Pearson Education Nov 2024, 2024

0138340749 / 9780138340742

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Seller: Wegmann1855, Zwiesel, GermanyWegmann1855

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Neuware -An accessible introduction to applied data science and machine learning, with minimal math and code required to master the foundational and technical aspects of data science. In Just Enough Data Science and Machine Learning, authors Mark Levene and Martyn Harris present a comprehensive and accessible introduction to data science. It allows the readers to develop an intuition behind the methods adopted in both data science and machine learning, which is the algorithmic component of data science involving the discovery of patterns from input data. This book looks at data science from an applied perspective, where emphasis is placed on the algorithmic aspects of data science and on the fundamental statistical concepts necessary to understand the subject. The book begins by exploring the nature of data science and its origins in basic statistics. The authors then guide readers through the essential steps of data science, starting with exploratory data analysis using visualisation tools. They explain the process of forming hypotheses, building statistical models, and utilising algorithmic methods to discover patterns in the data. Finally, the authors discuss general issues and preliminary concepts that are needed to understand machine learning, which is central to the discipline of data science. The book is packed with practical examples and real-world data sets throughout to reinforce the concepts. All examples are supported by Python code external to the reading material to keep the book timeless. Notable features of this book: - Clear explanations of fundamental statistical notions and concepts - Coverage of various types of data and techniques for analysis - In-depth exploration of popular machine learning tools and methods - Insight into specific data science topics, such as social networks and sentiment analysis - Practical examples and case studies for real-world application - Recommended further reading for deeper exploration of specific topics.…

Seller Inventory # 9780138340742

Title
Just Enough Data Science and Machine Learning
Author
Mark Levene
Publisher
Pearson Education Nov 2024
Publication year
2024
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0138340749
ISBN 13
9780138340742
Item weight
374 grams
Dimensions
228x176x12 mm

Wegmann1855

Zwiesel, Germany

5-star seller

AbeBooks seller since June 2, 2022

Shipping rates from Germany to U.S.A.

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