A highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style. The
1,407 399 10MB
English Pages 440 Year 2023
Table of contents :
Foreword by Peter Norvig
Preface
Transcribing to Scheme
0: Are You Schemish?
1: The Lines Sleep Tonight
2: The More We Learn, the Tenser We Become
Interlude I: The More We Extend, the Less Tensor We Get
3: Running Down a Slippery Slope
4: Slip-slidin’ Away
Interlude II: Too Many Toys Make Us Hyperactive
5: Target Practice
Interlude III: The Shape of Things to Come
6: An Apple a Day
7: The Crazy “ates”
8: The Nearer Your Destination, the Slower You Become
Interlude IV: Smooth Operator
9: Be Adamant
Interlude V: Extensio Magnifico!
10: Doing the Neuron Dance
11: In Love with the Shape of Relu
12: Rock Around the Block
13: An Eye for an Iris
Interlude VI: How the Model Trains