{"product_id":"artificial-intelligence-9781032101842","title":"Artificial Intelligence","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cstrong\u003e\u003cem\u003eArtificial Intelligence: An Introduction for the Inquisitive Reader\u003c\/em\u003e\u003c\/strong\u003e guides readers through the history and development of AI, from its early mathematical beginnings through to the exciting possibilities of its potential future applications. To make this journey as accessible as possible, the authors build their narrative around accounts of some of the more popular and well-known demonstrations of artificial intelligence including Deep Blue, AlphaGo and even Texas Holdâem, followed by their historical background, so that AI can be seen as a natural development of mathematics and computer science. As the book moves forward, more technical descriptions are presented at a pace that should be suitable for all levels of readers, gradually building a broad and reasonably deep understanding and appreciation for the basic mathematics, physics, and computer science that is rapidly developing artificial intelligence as it is today.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFeatures:\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eOnly mathematical prerequisite is an elementary knowledge of calculus\u003c\/li\u003e \u003cli\u003eAccessible to anyone with an interest in AI and its mathematics and computer science\u003c\/li\u003e \u003cli\u003eSuitable as a supplementary reading for a course in AI or the History of Mathematics and Computer Science in regard to artificial intelligence.\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cstrong\u003ePART \u003c\/strong\u003e\u003cstrong\u003eI: The Arrival of AI in the Human World.\u003c\/strong\u003e 1. Game-Playing. 2. Working Machines. 3. Intelligence. 4. The AI Singularity.\u003cstrong\u003e \u003c\/strong\u003e\u003cstrong\u003ePART II: The Artifi\u003c\/strong\u003e\u003cstrong\u003ecial Intelligence Infrastructure.\u003c\/strong\u003e 5. Hardware. 6. Software. 7. Computer Communications. 8. Open Source Software. \u003cstrong\u003ePART \u003c\/strong\u003e\u003cstrong\u003eIII: From Top to Bottom.\u003c\/strong\u003e 9. Top-Down Artificial Intelligence. 10. Bottom-Up Artificial Intelligence. 11. Machine Learning Modeling. 12. Markov Chain Monte Carlo Simulation. \u003cstrong\u003ePART \u003c\/strong\u003e\u003cstrong\u003eIV: Structure and Operation.\u003c\/strong\u003e 13. Artificial Neural Networks. 14. Pattern Recognition. 15. Parameterization. 16. Gradient Descent. 17. Backpropagation. 18. Convolutional Neural Networks. \u003cstrong\u003ePART \u003c\/strong\u003e\u003cstrong\u003eV: Progression.\u003c\/strong\u003e 19. The Cross-Entropy Cost Function. 20. Hyperparameterization. 21. Big Data. 22. Massively Parallel Processing. \u003cstrong\u003ePART \u003c\/strong\u003e\u003cstrong\u003eVI: Powers of Prediction.\u003c\/strong\u003e 23. Predictive Analytics. 24. Restricted Boltzmann Machine. 25. Latent Factors in Collaborative Filtering. 26. Support Vector Machines. 27. Reinforcement Learning. 28. AlphaGo and AlphaStar. 29. Game Theory. \u003cstrong\u003ePART \u003c\/strong\u003e\u003cstrong\u003eVII: Natural Language Processing.\u003c\/strong\u003e 30. Top-Down Speech Recognition. 31. Bottom-Up Speech Recognition. 32. Speech Synthesis. \u003cstrong\u003ePART \u003c\/strong\u003e\u003cstrong\u003eVIII: The Robotworld.\u003c\/strong\u003e 33. Robots at Work. 34. The Robot Millennial. 35. The Robot Future\u003c\/p\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":51018836345175,"sku":"9781032101842","price":999.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781032101842.jpg?v=1750778332","url":"https:\/\/bookcurl.com\/products\/artificial-intelligence-9781032101842","provider":"Book Curl","version":"1.0","type":"link"}