
I-Should-Know-This-But-I-Don't
ML Jargon Glossary Pt. 1
My list of ML Jargon that I forget too often than I probably should...
I-Should-Know-This-But-I-Don't
My list of ML Jargon that I forget too often than I probably should...
PyTorch Basics
What are PyTorch DataLoaders? Why do we need them?
PyTorch Basics
What is a PyTorch Dataset? What's its purpose? Why does it matter?
I-Should-Know-This-But-I-Don't
This post was originally written on August 6, 2025 TL;DR * Authentication is the process of proving who you are to the system you want to access. * An Identity Provider (IdP) is a trusted service that authenticates users and shares the verified identity information with applications that rely on it
I-Should-Know-This-But-I-Don't
This post was originally written on July 25, 2025 Intro In my last post, I wrote about physical servers, virtual machines, and a brief intro to containers. Well, that wasn’t my initial plan. You see, I was going to go straight into containers, write an entire post about it,
I-Should-Know-This-But-I-Don't
What issues does containerization help solve?
I-Should-Know-This-But-I-Don't
Getting nitpicky with the Internet's definition of Apache Kafka
Recording what I'm learning, questioning what I don’t understand, & everything in between.
An overview of data lakes and data warehouses, and the services provided by AWS
Velocity, Veracity, and Value
This post was originally written in April 19, 2025 Intro When I hear “big data” I get flashbacks to 2016, when I was preparing for a high school interview[1]. Every week, the teachers in our grade took turns gathering the 10-ish students who were prepping for the same school
This post was originally written on April 15, 2025 The Data Engineer A data engineer is responsible for collecting data, transforming it into a useful format, then serving it to their stakeholders. They are tasked with building the platforms and infrastructure necessary to extract insights from raw data. The Workflow
This post was written on April 14, 2025. In my old blog's "About" post, I mentioned I would use my blog to share my learnings about AI/ML, thus the intro is written the way you see it. Intro So if you read my about page,