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.
Video
17 posts
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.
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.
Bring your own data to Azure OpenAI Service Large Language Models
This post discusses how Microsoft Azure OpenAI service employed a Retrieval Augmented Generation (RAG) technique called Use Your Data to enable Generative AI queries to incorporate private data. A full walk-through solution is included in text and video.
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.
Deploying AI Vision Models to Apple iOS Devices
This post builds on the concepts in a previous post by exporting an Azure AI Custom Vision model to run within an iOS application.
Using AI Vision to Detect Packaging Defects
This post walks through a sample solution using Microsoft Azure AI Vision. The resulting solution trains a model that can be used to detect packaging defects using AI Object Identification.
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.