TY  - BOOK
AU  - Levene,Mark
AU  - Harris,Martyn
TI  - Just enough data science and machine learning: essential tools and techniques 
SN  - 9780138340742
U1  - 006.31 
PY  - 2025///
CY  - Hoboken
PB  - Addison-Wesley
KW  - Data science
KW  - Data mining
KW  - Machine learning
KW  - Deep learning
N1  - Includes bibliographical references and index
N2  - "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, whit 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."-- Page [4] of cover
ER  -