EducationML (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…
EducationML (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…
Education (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…
ML 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…
Python 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…
