{"id":171,"date":"2020-05-21T18:05:09","date_gmt":"2020-05-21T18:05:09","guid":{"rendered":"https:\/\/alandix.com\/aibook\/?page_id=171"},"modified":"2025-04-29T16:56:42","modified_gmt":"2025-04-29T16:56:42","slug":"second-edition","status":"publish","type":"page","link":"https:\/\/alandix.com\/aibook\/second-edition\/","title":{"rendered":"Second Edition"},"content":{"rendered":"\n
<\/div>
\n
\n

An introduction to<\/small>
ARTIFICIAL INTELLIGENCE<\/span>
Alan Dix<\/small><\/h3>\n\n\n\n
\"\"<\/figure>\n\n\n\n

See full glossary<\/a> and detailed table of contents<\/a> with linked material.<\/p>\n\n\n\n

Table of Contents<\/h2>\n\n\n\n

1.  Introduction<\/p>\n\n\n\n

Part I \u2013 Knowledge-Based AI<\/h3>\n\n\n\n

2.  Knowledge in AI<\/p>\n\n\n\n

3. Reasoning<\/p>\n\n\n\n

4.  Search<\/p>\n\n\n\n

Part II  \u2013 Data and Learning<\/h3>\n\n\n\n

5. Machine learning<\/p>\n\n\n\n

6. Neural Networks <\/p>\n\n\n\n

7.  Statistical and Numerical Techniques<\/p>\n\n\n\n

8. Going Large: deep learning and big data<\/p>\n\n\n\n

9. Making Sense of Machine Learning<\/p>\n\n\n\n

10. Data Preparation<\/p>\n\n\n\n

Part III \u2013  Specialised Areas<\/h3>\n\n\n\n

11. Game playing<\/p>\n\n\n\n

12. Computer vision<\/p>\n\n\n\n

13. Natural language understanding<\/p>\n\n\n\n

14. Time Series and Sequential Data<\/p>\n\n\n\n

15. Planning and robotics<\/p>\n\n\n\n

16. Agents<\/p>\n\n\n\n

17. Web scale reasoning<\/p>\n\n\n\n

Part IV \u2013 Humans at the Heart<\/h3>\n\n\n\n

18. Expert and decision support systems<\/p>\n\n\n\n

19. AI working with and for humans<\/p>\n\n\n\n

20. When things go wrong<\/p>\n\n\n\n

21. Explainable AI<\/p>\n\n\n\n

22. Models of the mind \u2013 Human-Like Computing<\/p>\n\n\n\n

23. Philosophical, ethical and social issues<\/p>\n\n\n\n

Part V \u2013 Looking Forward<\/h3>\n\n\n\n

24. Epilogue: what next?<\/p>\n\n\n\n

<\/p>\n\n\n\n

<\/p>\n\n\n\n

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