This study book by John D. Kelleher offers a clear introduction to data science and covers the evolution, applications, and challenges of the field. The book is aimed at professionals and students who want insight into data science, machine learning, and data infrastructure. Published by MIT Press, this is a practical reference for anyone who wants to understand how data-driven decision-making works.
Contents
Data science focuses on improving decision-making through data analysis and includes, among other things, online advertising, recommendations, and risk calculations. The book highlights the rise of big data, social media, and powerful analytical methods such as deep learning. In addition to an overview of the fundamentals and project phases of data science, attention is given to data infrastructure and the integration of various data sources. Machine learning techniques are also explained, along with the ethical and legal aspects surrounding data and privacy. Finally, it discusses the future impact and success factors in data science projects.
Product information
- Author: John D. Kelleher (Dublin Institute of Technology)
- Publisher: MIT Press Ltd
- Binding: Trade paperback (US)
- Publication date: 2018-04-13
- Number of pages: 280
- ISBN: 9780262535434
- Subject: Digital and Information technology: general topics
- BISAC: COMPUTERS / Computer Science