The Little Learner: A Straight Line to Deep Learning [1 ed.] 026254637X, 9780262375948

A highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style. The

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The Little Learner: A Straight Line to Deep Learning [1 ed.]
 026254637X, 9780262375948

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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

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