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Anil Ananthaswamy: Why Machines Learn: The Elegant Math Behind Modern AI
Settle in with Why Machines Learn: The Elegant Math Behind Modern AI from Anil Ananthaswamy. This unabridged audiobook sits comfortably in Computer and plays straight in your browser.
A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence
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15 tracks
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- 1 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 05 - Prologue 00:13:43
- 2 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 06 - Chapter 1ua789 Desperately Seeking Patterns 00:41:42
- 3 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 07 - Chapter 2ua789 We Are All Just Numbers Here 01:10:14
- 4 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 08 - Chapter 3ua789 The Bottom of the Bowl 00:59:40
- 5 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 09 - Chapter 4ua789 In All Probability 00:45:23
- 6 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 10 - Chapter 4ua789 In All Probability 00:51:41
- 7 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 11 - Chapter 5ua789 Birds of a Feather 01:03:40
- 8 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 12 - Chapter 6ua789 There's Magic in Them Matrices 00:57:17
- 9 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 13 - Chapter 7ua789 The Great Kernel Rope Trick 01:02:05
- 10 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 14 - Chapter 8ua789 With a Little Help from Physics 01:01:19
- 11 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 15 - Chapter 9ua789 The Man Who Set Back Deep Learning (Not Really) 00:39:28
- 12 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 16 - Chapter 10ua789 The Algorithm that Put Paid to a Persistent Myth 01:01:01
- 13 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 17 - Chapter 11ua789 The Eyes of a Machine 01:12:02
- 14 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 18 - Chapter 12ua789 Terra Incognitaua789 Deep Neural Networks Go Where (Almost) No ML Algorithm Has Gone Before 01:13:16
- 15 Why Machines Learnua789 The Elegant Maths Behind Modern AI - 19 - Epilogue 00:36:02
