Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Deep Learning with fastai Cookbook

You're reading from   Deep Learning with fastai Cookbook Leverage the easy-to-use fastai framework to unlock the power of deep learning

Arrow left icon
Product type Paperback
Published in Sep 2021
Publisher Packt
ISBN-13 9781800208100
Length 340 pages
Edition 1st Edition
Languages
Tools
Arrow right icon
Author (1):
Arrow left icon
Mark Ryan Mark Ryan
Author Profile Icon Mark Ryan
Mark Ryan
Arrow right icon
View More author details
Toc

Table of Contents (10) Chapters Close

Preface 1. Chapter 1: Getting Started with fastai 2. Chapter 2: Exploring and Cleaning Up Data with fastai FREE CHAPTER 3. Chapter 3: Training Models with Tabular Data 4. Chapter 4: Training Models with Text Data 5. Chapter 5: Training Recommender Systems 6. Chapter 6: Training Models with Visual Data 7. Chapter 7: Deployment and Model Maintenance 8. Chapter 8: Extended fastai and Deployment Features 9. Other Books You May Enjoy

Chapter 8: Extended fastai and Deployment Features

So far in this book, you have learned how to ingest and explore datasets using fastai, how to train fastai models with tabular, text, and image datasets, and how to deploy fastai models. Throughout the book so far, the emphasis has been on covering as much of the functionality of fastai as possible using the highest-level fastai API. In particular, we have emphasized using dataloaders objects as the basis for defining the datasets used to train the model. Up to this point in the book, we have taken the happy path whenever possible. To demonstrate how to accomplish tasks using fastai, we have chosen the most straightforward way possible.

In this chapter, we are going to take some steps off the happy path to explore additional features of fastai. You will learn how to track what is happening with your model more closely, how to control the training process, and generally how to take advantage of more of the capabilities that fastai...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at R$50/month. Cancel anytime