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Creating a TensorFlow Image Classifier in Amazon SageMaker

TensorFlow is the biggest name in machine learning frameworks. In this lab, you will use TensorFlow to create a neural network that performs a basic image classification task: deciding which LEGO brick is in an image to help you sort your giant pile of blocks.

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Path Info

Level
Clock icon Advanced
Duration
Clock icon 1h 0m
Published
Clock icon Nov 08, 2023

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Table of Contents

  1. Challenge

    Navigate to the Jupyter Notebook

  2. Challenge

    Load and Prepare the Data

  3. Challenge

    Train the TensorFlow Model

  4. Challenge

    Evaluate the Model

  5. Challenge

    Make a Batch Prediction

A Cloud Guru - Labs - Creating a TensorFlow Image Classifier in Amazon SageMaker
Author
A Cloud Guru

The Cloud Content team comprises subject matter experts hyper focused on services offered by the leading cloud vendors (AWS, GCP, and Azure), as well as cloud-related technologies such as Linux and DevOps. The team is thrilled to share their knowledge to help you build modern tech solutions from the ground up, secure and optimize your environments, and so much more!

What's a lab?

Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.

Provided environment for hands-on practice

We will provide the credentials and environment necessary for you to practice right within your browser.

Guided walkthrough

Follow along with the author’s guided walkthrough and build something new in your provided environment!

Did you know?

On average, you retain 75% more of your learning if you get time for practice.

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