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
February 20,2024 | Geeky Stuff, Training
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 sections.  

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February 11,2024 | Demo, Geeky Stuff, Project
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 AI, but I have been a fan of movies for almost two decades.  I review movies at my website IHATEBadMovies.com and at this writing I...

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February 1,2024 | Geeky Stuff, Training
MQTT Broker in Azure

I have been notified that my first assignment at my new client is to serialize data from data obtained on the shop floor.  I have done bits and pieces of MQTT over the years, the last time being two years ago.  I thought it would be a good time to create a stub here for...

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January 19,2024 | Geeky Stuff, Training
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 to help it identify (and prevent!) defects on the assembly line.  It is kind of ironic that I am back to machine learning as I...

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January 12,2024 | Demo, Geeky Stuff, Project
SabresPuckIQ – The Project That Was, Until it wasn’t

I know that I have said this many times, but one of my favorite things to do is combine my hobbies and interests into a new project.   For example, in the past I have created a raspberry pi-based pool thermometer.  I won't list them all here - you can search on them if you'd like. ...

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January 5,2024 | Training
Natural Language Processing: NLP With Transformers in Python

As I start to make more apps, I get a better feel for where my weaknesses are in the AI space.  This course should give me an even better understanding of language processing. Course: https://psclistens.udemy.com/course/nlp-with-transformers My Notes: https://docs.google.com/document/d/1SLEyCOwqn7GUjWt7lmzk2vXSU-8JWYvZSjGyuHs_0RM/edit?usp=sharing

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December 22,2023 | Training
Container Apps: Intro and Deep Dive

Next step in growth:  I am making an application where lawyers can interact with their own data.  To do this, I need to containerize the message broker, so I thought that I would take the opportunity to learn more about container apps in Azure.  The great thing about container apps is that they are platform...

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December 15,2023 | Training
Django Celery Mastery: Python Asynchronous Task Processing

Next step in growth:  Mastering Celery Course: https://udemy.com/course/chatgpt-and-langchain-the-complete-developers-masterclass/learn/lecture/40260440#overview My Notes:  https://docs.google.com/document/d/1Xaj-a0p7c9uT488KFkp3aNrjlTfj_5FCj4h5GJhSnw0/edit?usp=sharing

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