Leveraging Entra Authentication in a Streamlit Web App
This video is a a quick walk-through showing how to add Entra authentication using an MSAL OAuth flow to a Streamlit application.
Python
9 posts
Reading & Writing Fabric Data Between Lakehouses in a Jupyter Notebook
When processing Fabric files and tables in a Medallion architecture, often we need to move data between Lakehouses. This post covers how to easily read & write data between Lakehouses in the same Workspace.
How to create and install custom Python libraries in Microsoft Fabric
You've probably used %pip install to include open source libraries in your Fabric notebooks, but did you know you can also easily install your own custom Python libraries?
Display a Power BI Report in a Microsoft Fabric Jupyter Notebook
We can use the Power BI Python client to display a Power BI report right in a Jupyter notebook in Fabric. This video shows how to do this voodoo magic!
Publish a Streamlit Data App with Docker and Azure Container Registry
This post is an end-to-end tutorial showing how to containerize a Python-based Streamlit data app with Docker and publish it as an Internet-facing web app using Azure Container Registry and Azure App service.
Using IBM Watson Studio with Jupyter Machine Learning Notebooks
This post walks through the creation of a machine learning Jupyter notebook using IBM Watson Studio. The post illustrates the process step-by-step and includes an embedded video demo.
Using Fabric Synapse Data Science with Jupyter Notebooks
This post walks through the process of moving desktop-based Anaconda/Jupyter machine learning notebooks to Microsoft Fabric Synapse Data Science. The post illustrates the process and includes an embedded video demo.
Matplotlib Color Name Cheatsheet
When coloring series on in a Python Matplotlib plot, you can use color names. This post shows each possible name and a visual example of each corresponding color.
Deploy an Azure Machine Learning model to a REST endpoint
This video is a end-to-end tutorial showing how to deploy a Machine Learning model to a REST endpoint callable from another application via the web.