{"id":221,"date":"2023-12-31T15:24:34","date_gmt":"2023-12-31T15:24:34","guid":{"rendered":"https:\/\/alandix.com\/aibook\/?page_id=221"},"modified":"2023-12-31T15:37:35","modified_gmt":"2023-12-31T15:37:35","slug":"toc2e","status":"publish","type":"page","link":"https:\/\/alandix.com\/aibook\/second-edition\/toc2e\/","title":{"rendered":"table\u00a0of\u00a0contents (second\u00a0edition)"},"content":{"rendered":"
\n\n

Preface<\/a><\/p>\n\n\n\n

1. Introduction<\/a><\/p>\n\n\n\n

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

2. Knowledge in AI<\/a><\/p>\n\n\n\n

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

4. Search<\/a><\/p>\n\n\n\n

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

24. Epilogue: what next?<\/a><\/p>\n\n\n<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":171,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-221","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/pages\/221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/comments?post=221"}],"version-history":[{"count":4,"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/pages\/221\/revisions"}],"predecessor-version":[{"id":225,"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/pages\/221\/revisions\/225"}],"up":[{"embeddable":true,"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/pages\/171"}],"wp:attachment":[{"href":"https:\/\/alandix.com\/aibook\/wp-json\/wp\/v2\/media?parent=221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}