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?
Coding
8 posts
Query Microsoft Fabric Lakehouse Tables from C# Applications
When we create a Fabric Lakehouse, a SQL Server connection string is created automatically. This connection string can be used to query Lakehouse tables! This post walks through the code to create a C# app that reads data from a Lakehouse table.
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.
How to Use a Vector Database and Generative AI to Create a Custom Chatbot
This post demonstrates how to use Retrieval Augmented Generation (RAG) to query OpenAI's Large Language Model (LLM) using a Vector database. This technique leverages the language understanding and summarization capabilities of Generative AI while introducing semantic understanding of our own data.
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.
Enriching Images with AI Vision for Power BI Analysis
Learn how to use Azure AI Vision to enrich image data for analysis in Power BI. This video demonstrates how to generate descriptive metadata for images using Azure Vision AI, and then incorporate it into a Power BI analysis solution.