In this post learn how to build a Document Intelligence solution within Microsoft Fabric. This solution incorporates Azure AI to extract text from scanned documents. Using a Spark Notebook and Synapse ML, we can easily ingest scanned document data into a Data Lake solution.
Azure AI Document Intelligence can read images and PDF scans of forms, extracting data for later use in data solutions. While various language SDKs are available, it's also possible to call these services directly using the REST API. This tutorial walks through the REST API process.
Microsoft Fabric supports connecting Fabric Workspaces with Git repositories. Watch this video to learn how to setup and use Git repos with Fabric. We'll cover configuration, synching notebooks and other content, as well as how to use Git to recover unintended changes to notebooks.
Microsoft Fabric combines many workloads into a unified architecture, making it easier to leverage both Data Engineering and Data Science techniques in a single platform solution.
Microsoft recently released a new app for Android users -- Copilot for Android. Being a regular user of ChatGPT for iOS and Bing with GPT for iOS, I was anxious to get my hands on Microsoft's Android offering. Here are my thoughts!
Shortcuts allow Fabric users to access data resources in other public clouds as if they were stored in the data lake, making it easier for Lakehouse users to access external data sources. This post walks through the process to connect an S3 bucket to a Fabric Lakehouse.
When creating solutions in Microsoft Fabric, it's often necessary to access services from external systems. This post demonstrates how to create an Azure Key Vault, store secrets in the vault, and then use them within Notebooks.
Last week Google shipped the first version of its Gemini large language model and made APIs available to developers. In this post we'll build a fully functional Gemini Chatbot using Streamlit!
I've passed 19 Microsoft certification exams over the years. Here's my process for preparing for exams and passing stress-free on the first try.