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Machine Learning with TensorFlow 1.x

You're reading from   Machine Learning with TensorFlow 1.x Second generation machine learning with Google's brainchild - TensorFlow 1.x

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Product type Paperback
Published in Nov 2017
Publisher Packt
ISBN-13 9781786462961
Length 304 pages
Edition 1st Edition
Languages
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Authors (3):
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Saif Ahmed Saif Ahmed
Author Profile Icon Saif Ahmed
Saif Ahmed
Quan Hua Quan Hua
Author Profile Icon Quan Hua
Quan Hua
Shams Ul Azeem Shams Ul Azeem
Author Profile Icon Shams Ul Azeem
Shams Ul Azeem
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with TensorFlow FREE CHAPTER 2. Your First Classifier 3. The TensorFlow Toolbox 4. Cats and Dogs 5. Sequence to Sequence Models-Parlez-vous Français? 6. Finding Meaning 7. Making Money with Machine Learning 8. The Doctor Will See You Now 9. Cruise Control - Automation 10. Go Live and Go Big 11. Going Further - 21 Problems 12. Advanced Installation

Downloading training data

You should start by downloading the training data from the following links:

We will download this programmatically, but we should start with a manual download just to peek at the data and structure of the archive. This will be important when we write the pipeline, as we'll need to understand the structure so we can manipulate the data.

The small set is ideal for peeking. You can do this via the following command line, or just use a browser to download the file with an unarchiver to extract the files (I suggest getting familiarized with the command line as all of this needs to be automated):

cd ~/workdir
wget http://yaroslavvb.com/upload/notMNIST/notMNIST_small.tar.gz
tar xvf notMNIST_small.tar.gz

The preceding command line will...

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