Adam Codes in the 716

Learning for work, learning for fun.... eventually the two shall meet. Site created 4/5/2020 with new content being added regularly
March 30,2025 | Geeky Stuff, Training
Master Vector Database with Python for AI & LLM Use Cases

The world of vectorization has changed a lot in the last 12 months so I wanted a refresher.  Udemy course:  https://udemy.com/course/vector-db/learn/lecture/39280376#overview My notes: https://docs.google.com/document/d/1EGY4LhKSwXBXrE2cTFz4dZ5KTiZ7d8LlyvM14NFMoqQ/edit?usp=sharing      

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March 26,2025 | Geeky Stuff, Training
2025 Bootcamp: Generative AI, LLM Apps, AI Agents, Cursor AI

Part of the reason that I love to take these courses (even if the content is review) is to see the different ways to accomplish a task.  Udemy course:  https://udemy.com/course/bootcamp-generative-artificial-intelligence-and-llm-app-development My notes:  https://docs.google.com/document/d/1Mei_2-EVtKvsDL4i27bPGt7_54EfSXk8iLvq-wradtQ/edit?usp=sharing      

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March 25,2025 | Geeky Stuff, Training
All of AI: ChatGPT, Midjourney, Stable Diffusion and App Dev

Part of the reason that I love to take these courses (even if the content is review) is to see the different ways to accomplish a task.  Udemy course:  https://udemy.com/course/all-of-ai-chatgpt-midjourney-stable-diffusion-app-dev/ My notes:  https://docs.google.com/document/d/15cA8-8qgi6N7RUIBbCB5ZohPaw1T0vN6MaZHxOSOYgw/edit?usp=sharing EDIT:  The course was a nice refresher in prompt engineering, and I did learn a few really cool techniques.  There was a...

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March 12,2025 | Geeky Stuff, Training
RAG, AI Agents and Generative AI with Python and OpenAI 2025

While I have been working with RAG, agents and generative AI for a while, I wanted to get into the more advanced topics in this area.  This is an advanced course and got great reviews, not to mention there were a few chapters that were in the areas that I would like to focus.  Lets...

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February 20,2025 | Geeky Stuff, Training
The Complete Healthcare Artificial Intelligence Course

One of the things that I am noticing in the day job is that clients and potential clients are very interested to see if you have experience in their specific field.   While each field may have its nuances when it comes to features, once you get past that machine learning is pretty common.  That said,...

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February 8,2025 | Demo, Geeky Stuff, Project
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 been using every now and then when I wanted to find a new movie to watch.  There is a writeup of that script in my...

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January 7,2025 | Geeky Stuff, Training
Machine Learning Model Deployment with Streamlit

The previous course in this app left me longing for more, so I thought that I would take this course.  I am really just looking for more experience dockerizing the apps that I am making so that I have more options other than what I am already doing. Udemy course: https://netrix.udemy.com/course/machine-learning-model-deployment-with-streamlit My Notes: https://docs.google.com/document/d/1uRrYU92LMdZkMAdNnDtf5ssWDg9ZeKGwvZzF14gU3II/edit?usp=sharing Overall,...

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January 1,2025 | Geeky Stuff, Training
Mastering Deep Learning for Cancer Detection

I am starting a project for a university that involves machine learning and cancer detection.  Much of the project involves orchestration, but I wanted to get a refresher in this space.  I did some of this kind of work last year, but I wanted to see what was new. Udemy course: https://www.udemy.com/course/mastering-deep-learning-for-cancer-detection My Notes: https://docs.google.com/document/d/1VUoRSLNDU4VHKog2bavXM-q3AqhtClbmoSuRliwLYuc/edit?usp=sharing...

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