(3) – Not Magic, Just Math: Unlocking the Probability Behind Machine Learning
From the Monty Hall Paradox to Self-Driving Cars: My takeaways from Module 3. This week, I tackled Module 3 of my Machine…
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(2) – From Raw Data to Real Predictions: Mastering the Machine Learning Workflow
A deep dive into the types of learning, the 10-step process, and how to handle the messy reality of missing data. This…
(1) – 30 Years Later: Re-learning Calculus and Linear Algebra in One Week
A recap of the vectors, derivatives, and YouTube tutorials that saved my life during Week 1 of my Professional Certificate. I just…
I Tried to Build Skynet, But I Just Got a Linear Regression
Breaking down the 3 pillars of ML: Labeling stuff, finding patterns in chaos, and trial-and-error. Machine learning (ML) is an approach to…
I Thought Pandas Were Cuddly Bears. I Was Wrong.
My first week wrestling Python’s data library, where the bears have teeth and the data bites back. Key Takeaways: Series A Series is a one-dimensional data…
Hello World!
My first week with Python Key takeaways: Lists [] Use [] for Lists that can be modified.Create a list: fruit_inventory = ["Apples",…
Marvin the paranoid android
Ever watched the movie “The Hitchhiker’s Guide to the Galaxy” with Marvin the paranoid android? I wondered how AI would react to…
The Day I Asked: ‘Wait… How Does AI Actually Work?’
Jumping back into learning after 30 years, armed with curiosity, Python, and the optimistic belief that calculus can’t be that scary. Right?…