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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

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Product type Paperback
Published in Sep 2021
Publisher Packt
ISBN-13 9781800208100
Length 340 pages
Edition 1st Edition
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Author (1):
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Mark Ryan Mark Ryan
Author Profile Icon Mark Ryan
Mark Ryan
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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

Setting up a fastai environment in Google Colab

If you are already familiar with the Google Colab environment or want to take advantage of Google's overall machine learning ecosystem, Colab may be the right environment for you to use to explore fastai. In this section, we'll go through the steps to get set up with Colab and validate that it's ready for you to use with fastai.

Getting ready

To use Colab, you will need a Google ID and access to Google Drive. If you don't already have a Google ID, follow the instructions here to create one: https://support.google.com/accounts/answer/27441?hl=en.

Once you have a Google ID, you need to confirm that you have access to Google Drive. You need access to Drive because it acts as the storage system for Colab. You save your notebooks and data in Drive when you are working in Colab. Follow the instructions here to get access to Drive: https://support.google.com/drive/answer/2424384?co=GENIE.Platform%3DDesktop&hl...

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