UOUche Ozoemenainincodethismeans.com·4d ago · 9 min readThe Sigmoid Function: A Layman's IntuitionThe question What does it mean when someone says the sigmoid function converts outputs of a predictive model into a probability value? The task To address that question, let's start with a task that's00
UOUche Ozoemenainincodethismeans.com·May 21 · 7 min readAvoiding Dimension ConfusionGetting stuck In the deep learning context, what exactly is the meaning of the word "dimension"? I've seen statements referring to tensors having multiple dimensions, vectors encapsulating information50
UOUche Ozoemenainincodethismeans.com·Jan 28 · 15 min readThe Costs and Challenges of Building my AI-Generated PodcastPicking up where we left off Welcome again! 👋🏾 If you haven’t already, I recommend reading Part 1 of this series to get a wholistic idea of what I was trying to accomplish when I set out to build Listen Better. That post contains a lot more detail ...00
UOUche Ozoemenainincodethismeans.com·Dec 29, 2025 · 18 min readCan AI Solve Listening Comprehension?Le début Ever since I started learning a new language, I’ve learned how much I take listening comprehension for granted. In my primary language, words float into my ears, and mere moments later, meaning has been conjured in my brain. And it’s almost ...00
UOUche Ozoemenainincodethismeans.com·Oct 9, 2025 · 6 min readAsync vs Non-Blocking Operations for Responsive FastAPI EndpointsIntroduction You’ve probably heard this principle before: “don’t put blocking operations on the main thread”. Until recently, I’d been working only with synchronous python for the best part of 3 years. Using an outdated version of Django will do that...00
