On the path to AI : : Law’s prophecies and the conceptual foundations of the machine learning age / / by Thomas D. Grant, Damon J. Wischik.
This open access book explores machine learning and its impact on how we make sense of the world. It does so by bringing together two ‘revolutions’ in a surprising analogy: the revolution of machine learning, which has placed computing on the path to artificial intelligence, and the revolution in th...
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Place / Publishing House: | Cham : : Springer International Publishing :, Imprint: Palgrave Macmillan,, 2020. |
Year of Publication: | 2020 |
Edition: | 1st ed. 2020. |
Language: | English |
Physical Description: | 1 online resource (XXII, 147 p. 4 illus.) |
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Table of Contents:
- Prologue: Starting with logic
- CHAPTER 1: Two Revolutions
- CHAPTER 2: Getting past logic
- CHAPTER 3: Experience and data as input
- CHAPTER 4: Finding patterns as the path from input to output
- CHAPTER 5: Output as prophecy
- CHAPTER 6: Explanations of machine learning
- CHAPTER 7: Juries and other reliable predictors
- CHAPTER 8: Poisonous datasets, poisonous trees
- CHAPTER 9: From Holmes to AlphaGo
- CHAPTER 10:Conclusion
- EPILOGUE: Lessons in two directions.