Artificial Intelligence : An Introduction to the Big Ideas and their Development (Hardcover, 2 ed)

1. Computing Hardware.?2. The Integrated Circuit.?3. Software.?4. Open Source Software.?5. Expert systems.?6. Decision Tree.?7. Deep Blue.?8. Jeopardy & Miss Debater.?9. Perceptron.?10. Parameterization.?11. Gradient Descent & Backpropagation.?12. Cross-Entropy Cost Function.?13. CNN & Hyperparameters.?14. ImageNet & Data Fitting.?15. Markov-Monte Carlo.?16. Reinforcement Learning & Video Games.?17. AlphaGo.?18. Game Theory.?19. Predictive Analytics.?20. Support Vector Machines.?21. Top-Down Speech Recognition.?22. Bottom-Up Speech Recognition.?23. Speech Synthesis.?24. RBMs, GANs, and LFCF.?25. LLMs and GPTs.?26. Massive Parallel Processing. 27. Quantum Computing.?28. Industrial Robots.?29. Self-Driving Cars.?30. Exoplanets & Exomoons.?31. Corona Virus Protein Folding.?32. Intelligence.?33. The AI Singularity.?