hands-on lab

TensorFlow Machine Learning on the Amazon Deep Learning AMI

Difficulty: Intermediate

Duration: Up to 1 hour and 40 minutes

Students: 1,938

Rating: 4.1/5

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Description

TensorFlow is a popular framework used for machine learning. The Amazon Deep Learning AMI comes bundled with everything you need to start using TensorFlow from development through to production. In this Lab, you will develop, visualize, serve, and consume a TensorFlow machine learning model using the Amazon Deep Learning AMI.

Lab Objectives

Upon completion of this lab you will be able to:

Create machine learning models in TensorFlow
Visualize TensorFlow graphs and the learning process in TensorBoard
Serve trained TensorFlow models with TensorFlow Serving
Create clients that consume served TensorFlow models, all with the Amazon Deep Learning AMI

Lab Prerequisites

You should be familiar with:

Working at the Linux command line
The Python programming language
Some linear algebra knowledge is beneficial (basic vector and matrix operations)
Basic understanding of neural networks is beneficial, but not required