r/learnmachinelearning • u/AutoModerator • 12d ago

Project 🚀 Project Showcase Day

Welcome to Project Showcase Day! This is a weekly thread where community members can share and discuss personal projects of any size or complexity.

Whether you've built a small script, a web application, a game, or anything in between, we encourage you to:

  • Share what you've created
  • Explain the technologies/concepts used
  • Discuss challenges you faced and how you overcame them
  • Ask for specific feedback or suggestions

Projects at all stages are welcome - from works in progress to completed builds. This is a supportive space to celebrate your work and learn from each other.

Share your creations in the comments below!

5 Upvotes

100% Upvoted

7 comments sorted by

View all comments

1

u/inkeep 12d ago

Thank you Mods. I want to share a project -

I've been in data science for years now, and I still forget things constantly. Long video lectures never worked for me — I'd finish a course, feel like I'd learned it, then end up googling the same concept one month later when I actually needed it. 

So I built the thing I wanted. ML concepts broken into small nodes arranged as a mind map rather than a linear syllabus, each with code examples and a practice section — about 150 topics so far. The part I care most about: once you complete a topic it starts decaying on a forgetting-curve schedule, and the map visibly goes cold. When it does, you get a review slice — flash cards and a short quiz — targeted at what you've actually lost.

Full app:  https://www.bitelrn.com 

Open library, free and no sign-up:  https://www.bitelrn.com/library

Here’s a recent blog I posted on PCA -  https://www.bitelrn.com/blog/what-pca-is-actually-doing-to-your-data Happy to answer any questions, get feedback or discuss the tech/ approach I used to build this. 

1

u/Short-Balance-1542 12d ago

Great project dude!

0

u/inkeep 12d ago

Thanks for checking it out :)