Volume 3
Mathematics, Exercises and Solutions
German original title: Mathematik, Übungen und Lösungen
Appendix A + solutions to chapters 1–38
Companion to Volumes 1 and 2: Appendix A, exercises and complete solutions to all 38 chapters.
In preparation
- Extent
- Appendix A + solutions to chapters 1–38
- Pages
- 257 pages
- Of which
- 253 numbered
- Part of
- AI Engineering
Placement
Position in the series
Volume 3 is the supplementary volume: Appendix A along with exercises and complete solutions to all 38 chapters of Volumes 1 and 2.
AI Engineering appears as one work in three volumes: 38 chapters of exposition, supplemented by Appendix A along with exercises and complete solutions. 1,649 pages in total, with 260 diagrams and 200 tables.
Figures from Volume 3
From the disciplines to the foundation
Two figures with different jobs: the first shows the mathematical depth, the second how it holds together.
Mathematical foundations of AI engineering
The mathematics behind production AI systems runs from linear algebra and probability through information theory and optimisation to retrieval, evaluation and uncertainty.
Mathematical architecture of production AI systems
What matters is not only understanding individual mathematical methods. Their relationships form a shared foundation for data, models, retrieval, agents, evaluation and operations.
Status
In preparation
Details on publication and availability will appear here once settled. Enquiries from libraries, technical press and about rights are welcome in the meantime.
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