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Artificial Intelligence
An Introduction to the Big Ideas and their Development
Taschenbuch von Robert H Chen (u. a.)
Sprache: Englisch

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Beschreibung

This book guides readers through the history and development of AI, from its early mathematical beginnings through to the exciting possibilities of its potential future applications.

This book guides readers through the history and development of AI, from its early mathematical beginnings through to the exciting possibilities of its potential future applications.

Über den Autor

Robert H. Chen is the author of three books in English on Personal Computers, Liquid Crystal Displays, and Einstein's Relativity, and four books in Chinese on LCDs & Intellectual Property, Patents, Anglo-American Contract Law, and Technology & Copyright Law, and many scholarly articles in physics and the law. He has a Ph.D. in Space Physics and a J.D. in law and is a member of the California Bar. He divides his time between California and Taiwan with his wife and daughter.

Chelsea Chen graduated in physics and computer science from U.C Berkeley and is a software development engineer at a major tech company in Silicon Valley. She presently lives in Northern California and New York City.

Inhaltsverzeichnis

1. Computing Hardware. 2. The Integrated Circuit. 3. Software. 4. Open Source Software. 5. Expert Systems. 6. Inverted Decision Tree. 7. Deep Blue. 8. Jeopardy and Miss Debater. 9. The Perceptron. 10. Parameterization. 11. Gradient Descent and Backpropagation. 12. The Cross-Entropy Cost Function. 13. Convolutional Neural Networks. 14. Imagenet and Model Fitting. 15. Markov Chain Monte Carlo Simulation. 16. Reinforcement Learning. 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 and Supercompuers. 27. Quantum Computing. 28. Industrial Robots: Robot Physicians. 29. Autonomous Vehicles. 30. Exoplanets/Exomoon Astronomer. 31. Protein Folding. 32. Intelligence. 33. The AI Singularity.

Details
Erscheinungsjahr: 2024
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781032715964
ISBN-10: 1032715960
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Chen, Robert H
Chen, Chelsea
Auflage: 2nd edition
Hersteller: Taylor & Francis Ltd (Sales)
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 234 x 156 x 18 mm
Von/Mit: Robert H Chen (u. a.)
Erscheinungsdatum: 25.09.2024
Gewicht: 0,476 kg
Artikel-ID: 128856769
Über den Autor

Robert H. Chen is the author of three books in English on Personal Computers, Liquid Crystal Displays, and Einstein's Relativity, and four books in Chinese on LCDs & Intellectual Property, Patents, Anglo-American Contract Law, and Technology & Copyright Law, and many scholarly articles in physics and the law. He has a Ph.D. in Space Physics and a J.D. in law and is a member of the California Bar. He divides his time between California and Taiwan with his wife and daughter.

Chelsea Chen graduated in physics and computer science from U.C Berkeley and is a software development engineer at a major tech company in Silicon Valley. She presently lives in Northern California and New York City.

Inhaltsverzeichnis

1. Computing Hardware. 2. The Integrated Circuit. 3. Software. 4. Open Source Software. 5. Expert Systems. 6. Inverted Decision Tree. 7. Deep Blue. 8. Jeopardy and Miss Debater. 9. The Perceptron. 10. Parameterization. 11. Gradient Descent and Backpropagation. 12. The Cross-Entropy Cost Function. 13. Convolutional Neural Networks. 14. Imagenet and Model Fitting. 15. Markov Chain Monte Carlo Simulation. 16. Reinforcement Learning. 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 and Supercompuers. 27. Quantum Computing. 28. Industrial Robots: Robot Physicians. 29. Autonomous Vehicles. 30. Exoplanets/Exomoon Astronomer. 31. Protein Folding. 32. Intelligence. 33. The AI Singularity.

Details
Erscheinungsjahr: 2024
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781032715964
ISBN-10: 1032715960
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Chen, Robert H
Chen, Chelsea
Auflage: 2nd edition
Hersteller: Taylor & Francis Ltd (Sales)
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 234 x 156 x 18 mm
Von/Mit: Robert H Chen (u. a.)
Erscheinungsdatum: 25.09.2024
Gewicht: 0,476 kg
Artikel-ID: 128856769
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