Why machines learn : the elegant math behind modern AI
Material type:
TextPublication details: London : Penguin, ©2024Description: 482 p. : ill. ; 24 cmISBN: - 9781802060867
- 006.3 ANA-W
- Q325.5 .A56 2024
| Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
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IIITD General Stacks | Computer Science and Engineering | 006.3 ANA-W (Browse shelf(Opens below)) | Checked out | 10/03/2026 | 013788 |
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| 006.3 ALA-H Hands-on large language models : language understanding and generation | 006.3 ALA-H Hands-on large language models : language understanding and generation | 006.3 ALP-M Machine learning | 006.3 ANA-W Why machines learn : the elegant math behind modern AI | 006.3 BAD-A Artificial intelligence : a very short introduction | 006.3 BEN-A The AI con : how to fight big tech's hype and create the future we want | 006.3 BER-D Data mining techniques : |
Includes bibliographical references and index.
Chapter 1: Desperately Seeking Patterns
Chapter 2: We Are All Just Numbers Here
Chapter 3: The Bottom of the Bowl
Chapter 4: In All Probability
Chapter 5: Birds of a Feather
Chapter 6: There’s Magic in Them Matrices
Chapter 7: The Great Kernel Rope Trick
Chapter 8: With a Little Help from Physics
Chapter 9: The Man Who Set Back Deep Learning (Not Really)
Chapter 10: The Algorithm That Put Paid to a Persistent Myth
Chapter 11: The Eyes of a Machine
Chapter 12: Terra Incognita
"A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence"--
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