Lab
A Cloud Guru

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

Advanced

Duration

1h 0m

Published

Nov 08, 2023

Challenge

Navigate to the Jupyter Notebook
Challenge

Load and Prepare the Data
Challenge

Train the TensorFlow Model
Challenge

Evaluate the Model
Challenge

Make a Batch Prediction

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.