Why machines learn : the elegant math behind modern AI
Ananthaswamy, Anil
Why machines learn : the elegant math behind modern AI by Anil Ananthaswamy - London : Penguin, ©2024 - 482 p. : ill. ; 24 cm,
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"--
9781802060867
2024000738
Machine learning.
Deep learning (Machine learning)
Artificial intelligence.
Mathematics.
Q325.5 / .A56 2024
006.3 / ANA-W
Why machines learn : the elegant math behind modern AI by Anil Ananthaswamy - London : Penguin, ©2024 - 482 p. : ill. ; 24 cm,
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"--
9781802060867
2024000738
Machine learning.
Deep learning (Machine learning)
Artificial intelligence.
Mathematics.
Q325.5 / .A56 2024
006.3 / ANA-W