Difficulty: Intermediate
Estimated Time: 15 minutes

Welcome to your Azure Functions Lab Exercise!

In this Lab we will apply machine learning models in Azure Functions.

Apply machine learning models in Azure Functions with Python and TensorFlow

Step 1 of 15

Python and TensorFlow

In this scenario, we will demonstrates how Azure Functions allows you to use Python and TensorFlow with a machine learning model to classify an image based on its contents.

In this tutorial, you will learn:

  1. Initialize a local environment for developing Azure Functions in Python
  2. Import a custom TensorFlow machine learning model into a function app
  3. Build a serverless HTTP API for predicting whether a photo contains a dog or a cat
  4. Consume the API from a web application