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Azure Python Labs (2021 | latest)

A collection of labs demonstrating how to build Python applications with Azure and Visual Studio Code.

Join the Microsoft Python Discord (http://aka.ms/python-discord ) and the #python-virtual-labs channel to ask questions, get help with labs, and/or further instructions (also see: https://aka.ms/python-virtual-labs for our PyCon Online 2021 experience).

Sentiment Analysis with Python Azure Functions

In this lab, you will build a serverless HTTP API with Azure Functions that takes a sentence as an input and returns the sentiment of the sentence.

  • Build a serverless HTTP API with Azure Functions
  • Run and debug the API locally on your machine
  • Deploy the API to Azure Functions

Sentiment Analysis with Python Azure Functions lab

Document recognition with Python Azure Form Recognizer

In this lab, you will learn how to quickly store information you collect from your documents and receipts and prepare them for further analysis. You will learn to:

  • Deploy new resources in Azure
  • Write your own code using new Python packages for Azure
  • Analyze the information returned from the service

Azure Cognitive Services lab

Cyber Security Investigations and Analysis with MSTICPy

This lab is an introduction to MSTICPy - an open source cyber security tool kit created by the Microsoft Threat Intelligence Center. In this lab you will learn about the core features of MSTICPy, and how to use to them in cyber security incident response or threat hunting. This lab takes the form of a Jupyter Notebook that you can run locally or directly in your browser.

Cyber Security Investigations and Analysis with MSTICPy lab

Explore Azure Database for PostgreSQL with Python

In this lab, you will learn how to import data into an Azure Database for PostgreSQL instance using a python script and the psycopg2 module. You will learn to:

  • Connect to an Azure Database for PostgreSQL
  • Use the psycopg2 to load and query data in the database.

Azure Databse for PostgreSQL with Python lab

Explore the Distributed Application Runtime (Dapr) with Python

  • Get hands-on with Dapr by running it on your local machine through the Try Dapr experience.
  • Explore State Mangement and Secrets building blocks via the REST API using cURL (optional), Python Requests, and the Dapr SDK for Python (dapr/python-sdk).
  • Seamlessly swap the State component from local development to a managed service in the cloud.

Explore the Distributed Application Runtime (Dapr) with Python lab

Real-Time Analytics on Azure Database for PostgreSQL - Hyperscale (Citus)

This workshop is meant to be an introduction to Azure Database for PostgreSQL Hyperscale (Citus). First, you will create a cluster to scale out PostgreSQL and turn it into a distributed database. Then, you will create a schema and tables, load test data, and create a rollup function to massively speed up your query workload.

Real-Time Analytics on Azure Database for PostgreSQL lab

Training Digit Recognition Model with Azure Machine Learning

In this lab, you will learn how to train and track a machine learning model on a cloud compute cluster through Azure Machine Learning. You will learn to:

  • Deploy machine learning resources in Azure.
  • Submit a training job to Azure Machine Learning.
  • Use the Azure Machine Learning extension to monitor the state of your run.
  • Add logging metrics to your training job.
  • Resubmit and track your metrics in the Azure Machine Learning studio.

Training Digit Recognition Model with Azure Machine Learning lab

Number Facts with Python Web Apps

In this lab, you will deploy a python app to App Service using the Azure CLI.

  • Use az webapp up to quickly provision Azure resources and deploy your app to Azure App Service.
  • Leverage the local context feature of Azure CLI to ease management operations.

Number Facts lab

Developing a Django + PostgreSQL application in a Dev Container

Work in a dev container using Visual Studio Code

  • Open existing dev container in VS Code with the Remote - Container extension
  • Build a React front-end
  • Initialize a PostgreSQL database
  • Run a Django app

Django and PostgreSQL in a Dev Container lab

Debugging a Flask App with WSL in VS Code

Work with a Flask application using WSL in VS Code.

  • Run/debug the Flask app
  • Configure application tests
  • Run application tests

Debugging Flask App with WSL in VS Code lab

2020 | 2019