ai

Posted by | October 24, 2025
DEMO: Using MCP with Copilot and other Chatbots / Apps

I had previously demonstrated the power of Model Context Protocol (MCP) tools.  In this video, I take MCP to Azure.   One of the MCP servers is running in as an...

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Posted by | September 13, 2025
DEMO: MLOps using MLFlow

I made this demo earlier in the year while I was making an MLOps pipeline for a client.   I thought it would be fun to automate my movie review recommender...

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Posted by | July 31, 2025
The New LLM Server is Here!

As you might know, I have a server affectionately known as HAL that serves as the backbone for everything that goes on in my home and in my development.   I...

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Posted by | July 28, 2025
DEMO: Accessing Big Data using Natural Language (update: now working with Fabric as well)

It happens all of the time:   you need to get at a piece of data that lives in some data store.  Maybe it is last month's sales numbers, or you...

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Posted by | June 8, 2025
LIVE DEMO: Movie Recommender System

As you may know, watching (and reviewing!) movies is one of my favorite things to do.  A while back I had made a local movie recommender script that I had...

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Posted by | May 7, 2024
Azure Document Intelligence

Course:  https://www.udemy.com/course/microsoft-applied-skills-azure-ai-document-intelligence/learn/lecture/42396202#overview My Notes:  https://docs.google.com/document/d/1aeAIF-CfF-0XiqZqsro1D3-lM9zj8qiLpqZXBXvHTJ0/edit?usp=sharing I had to put the breaks on the other course as I was asked to start another initiative with Azure Document Intelligence.  I had used...

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Posted by | May 3, 2024
Machine Learning in Manufacturing

Course:  https://www.udemy.com/course/learn-machine-learning-to-apply-it-in-real-life-industries/learn/lecture/37287362#overview My Notes:  https://docs.google.com/document/d/1Z69xm8bJIPC9-M4024I_jG_oMr3cOkcwQEkbFwyyya0/edit?usp=sharing So many of the real-life examples in this area are centered around the healthcare industry.  I wanted to do something in manufacturing.      

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Posted by | February 20, 2024
Complete Linear Regression Model in Python

Course:  https://udemy.com/course/machine-learning-basics-building-regression-model-in-python/learn/lecture/13995642#overview My Notes:  https://docs.google.com/document/d/1Z69xm8bJIPC9-M4024I_jG_oMr3cOkcwQEkbFwyyya0/edit?usp=sharing There is a chapter or two in this course that goes deep into linear regression (particularly the analysis), so I wanted to cover just those...

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Posted by | February 11, 2024
Using AI to Find New Movies

I know that I sound like a broken record when I say this - I love mixing passions.   A couple of years ago I decided to make the jump into...

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Posted by | January 19, 2024
Machine Learning, Data Science and Generative AI with Python

I have been notified that I am going to be starting a position with a client that is involved in the manufacturing business.  The client would like to use AI...

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