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The Little Learner: A Straight Line to Deep Learning by Daniel P. Friedman (Engl
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Located in: Calgary, Alberta, Canada
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eBay item number:395293426469
Item specifics
- Condition
- ISBN-13
- 9780262546379
- Book Title
- The Little Learner
- ISBN
- 9780262546379
- Publication Year
- 2023
- Type
- Textbook
- Format
- Uk-Trade Paper
- Language
- English
- Publication Name
- Little Learner : a Straight Line to Deep Learning
- Item Height
- 1in
- Item Length
- 9in
- Publisher
- MIT Press
- Item Width
- 7in
- Item Weight
- 29.2 Oz
- Number of Pages
- 440 Pages
About this product
Product Information
A highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style. The Little Learner introduces deep learning from the bottom up, inviting students to learn by doing. With the characteristic humor and Socratic approach of classroom favorites The Little Schemer and The Little Typer, this kindred text explains the workings of deep neural networks by constructing them incrementally from first principles using little programs that build on one another. Starting from scratch, the reader is led through a complete implementation of a substantial application- a recognizer for noisy Morse code signals. Example-driven and highly accessible, The Little Learner covers all of the concepts necessary to develop an intuitive understanding of the workings of deep neural networks, including tensors, extended operators, gradient descent algorithms, artificial neurons, dense networks, convolutional networks, residual networks, and automatic differentiation. Conversational style, illustrations, and question-and-answer format make deep learning accessible and fun Incremental approach constructs advanced concepts from first principles Presents key ideas of machine learning using a small, manageable subset of the Scheme language Suitable for anyone with knowledge of high school math and some programming experience
Product Identifiers
Publisher
MIT Press
ISBN-10
026254637x
ISBN-13
9780262546379
eBay Product ID (ePID)
19057248125
Product Key Features
Publication Name
Little Learner : a Straight Line to Deep Learning
Format
Uk-Trade Paper
Language
English
Publication Year
2023
Type
Textbook
Number of Pages
440 Pages
Dimensions
Item Length
9in
Item Height
1in
Item Width
7in
Item Weight
29.2 Oz
Additional Product Features
Lc Classification Number
Q325.73.F75 2023
Table of Content
Foreword by Guy L. Steele Jr. xi Foreword by Peter Norvig xiii Preface xix Transcribing to Scheme xxiii 0. Are You Schemish? 2 1. The Lines Sleep Tonight 18 2. The More We Learn, the Tenser We Become 30 Interlude I. The More We Extend, the Less Tensor We Get 46 3. Running Down a Slippery Slope 56 4. Slip-slidin' Away 72 Interlude II. Too Many Toys Make Us Hyperactive 92 5. Target Practice 98 Interlude III. The Shape of Things to Come 112 6. An Apple a Day 116 7. The Crazy "ates" 130 8. The Nearer Your Destination, the Slower You Become 144 Interlude IV. Smooth Operator 154 9. Be Adamant 162 Interlude V. Extensio Magnifico! 176 10. Doing the Neuron Dance 194 11. In Love with the Shape of Relu 212 12. Rock Around the Block 236 13. An Eye for an Iris 250 Interlude VI. How the Model Trains 270 Interlude VII. Are Your Signals Crossed? 282 14. It's Really Not That Convoluted 298 15. ...But It Is Correlated! 320 Epilogue. We've Only Just Begun 342 Appendix A. Ghost in the Machine 350 Appendix B. I Could Have Raced All Day 374 Acknowledgments 399 References 401 Index 402
Illustrated by
Su, Qingqing
Topic
Programming / Algorithms, Intelligence (Ai) & Semantics, General
Lccn
2022-045341
Dewey Decimal
006.31
Intended Audience
Trade
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Science
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:395293426469
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Item location:
Calgary, Alberta, Canada
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| Shipping and handling | Each additional item | To | Service | Delivery*See Delivery notes |
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Seller feedback (1,023,687)
i***6 (139)- Feedback left by buyer.
Past 6 months
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Item as described, good price, well packaged, arrived slightly later than hoped (not in time for Christmas ) but the order was placed in a very busy shipping period. No issue with the seller’s speed of response and sending the item. Great seller!
s***3 (147)- Feedback left by buyer.
Past 6 months
Verified purchase
Quality and hard to find book that won't be released 'til January 2025 in the U.S.A.
Fantastic price.
Book was in a secure and protective package. Arrived a few days after I placed order and that was faster than I expected.
Seller is a fantastic communicator and proactive in regards to tracking status. I'd definitely buy from them in the future.
t***r (91)- Feedback left by buyer.
Past 6 months
Verified purchase
I was pleasantly surprised by how soon I received this textbook given that it shipped from outside the U.S. It was packaged well with no damage. The price was right. And I greatly appreciated the communication informing me where the book was shipping from and including a tracking number. Overall, a positive experience, - online shopping the way it should be. I've bought books from this seller several times now without any complaints and will surely buy from them again. Thanks a lot!
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