Deep Learning Booklet
Last updated on 2015-07-17
About the Book
Note to all readers: All of our informational booklets are available on this site at no charge.
To read the booklet online, click the "Read Online" button above (below the "Get your free book" button).
To download the booklet as a PDF, click the "Download" button under "Free Sample" (below the "Read Online") button.
The sample contains all the chapters in the booklet.
- What is H2O?
- Deep Learning Overview
H2O’s Deep Learning Architecture
- Summary of Features
- Training Protocol
- Advanced Optimization
- Loading Data
- Additional Parameters
Use Case: MNIST Digit Classification
- MNIST Overview
- Performing a Trial Run
- Web Interface
- Grid Search for Model Comparison
- Checkpoint Models
- Achieving World Record Performance
- Nonlinear Dimensionality Reduction
- Use Case: Anomaly Detection
- Appendix A: Complete Parameter List
- Appendix B: References
The Leanpub 45-day 100% Happiness Guarantee
Within 45 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers), EPUB (for phones and tablets) and MOBI (for Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.