Subtitled "30 Essential Questions and Answers on Machine Learning and AI", this book was born out of questions often fielded by author Sebastian Raschka, who takes a direct, no-nonsense approach to make advanced topics more accessible and genuinely engaging. Each brief, self-contained chapter journeys through a fundamental question in AI, unraveling it with clear explanations, diagrams, and hands-on exercises.
<ASIN:B0CKKXCK3T>
Author: Sebastian Raschka Publisher: No Starch Press Date: April 2024 Pages: 264 ISBN: 978-1718503762 Print: 718503768 Kindle: B0CKKXCK3T Audience: Q developers interested in AI Level: Intermediate Category: Artificial Intelligence

Topics include:
- Manage the various sources of randomness in neural network training
- Differentiate between encoder and decoder architectures in large language models
- Reduce overfitting through data and model modifications
- Construct confidence intervals for classifiers and optimize models with limited labeled data
- Choose between different multi-GPU training paradigms and different types of generative AI models
- Understand performance metrics for natural language processing
- Make sense of the inductive biases in vision transformers
For more Book Watch just click.
Book Watch is I Programmer's listing of new books and is compiled using publishers' publicity material. It is not to be read as a review where we provide an independent assessment. Some, but by no means all, of the books in Book Watch are eventually reviewed.
To have new titles included in Book Watch contact BookWatch@i-programmer.info
Follow @bookwatchiprog on Twitter or subscribe to I Programmer's Books RSS feed for each day's new addition to Book Watch and for new reviews.
Software Requirements Essentials
Authors: Karl Wiegers and Candase Hokanson Publisher: Addison-Wesley Pages: 208 ISBN: 9780138190286 Print: 0138190283 Kindle: B0BTLC53FF Audience: General Rating: 4.5 Reviewer: Kay Ewbank
This slim book looks at how to work out the requirements for a software project through twenty 'practices' that you c [ ... ]
|
Testing JavaScript Applications
Author: Lucas da Costa Publisher: Manning Date: April 2021 Pages: 512 ISBN: 978-1617297915 Print: 1617297917 Audience: JavaScript developers Level: Intermediate Rating: 5 Reviewer: Ian Elliot Testing the most web's fundamental language is clearly important...
| More Reviews |
|