English | 2025 | ISBN: 3658459506 | 197 Pages | PDF | 17 MB
This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. The new edition integrates themes such as Word Embeddings, Transformer Models, and generative AI among the contents and offers new exercises in addition. Much of the content is based on the results of industrial research and development projects at Siemens.
