书目名称 | Data Science |
副标题 | An Introduction to S |
编辑 | Matthias Plaue |
视频video | http://file.papertrans.cn/264/263046/263046.mp4 |
概述 | Offers a gentle introduction into data science.Contains numerous examples and applications.Provides an overview of basic mathematical concepts and algorithms of data science |
图书封面 |  |
描述 | .This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of data science. It covers essential parts of data organization, descriptive and inferential statistics, probability theory, and machine learning. These topics are presented in a clear and mathematical sound way to help readers gain a deep and fundamental understanding. Numerous application examples based on real data are included. The book is well-suited for lecturers and students at technical universities, and offers a good introduction and overview for people who are new to the subject. Basic mathematical knowledge of calculus and linear algebra is required.. |
出版日期 | Textbook 2023 |
关键词 | machine learning; deep learning; artificial intelligence; statistics; big data |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-662-67882-4 |
isbn_softcover | 978-3-662-67881-7 |
isbn_ebook | 978-3-662-67882-4 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer-Verlag GmbH, DE |