I just made the first agent that learns for you, you tell it any topic and it will read a bunch of info about and digest the material, you no longer need to learn anything!
Hi everyone, I wanted to share a tool I’ve been working on called Deep-0. It’s designed to generate coding challenges and exercises from any technical topic whether it’s machine learning, software engineering, financial math, or any other area you’re interested in. The idea is to turn what you’re learning into interactive, structured problems you can solve.
The tool’s still evolving, but I think it’s a neat way to bridge the gap between reading and actually working through the ideas. If you’re curious to see how it works or have suggestions, here’s the link: https://deep-ml.com/deep0
Would love to hear if you’ve tried similar approaches or have ideas for where this could go next!
We've introduced some new features to Deep-ML designed specifically to help you master challenging topics more effectively.
One of these features is problem breakdown. With this capability, you can approach any complex machine learning problem by breaking it down into smaller, more manageable pieces. This approach makes it easier to pinpoint exactly where you're getting stuck, helping you to learn faster and solve problems more confidently. This feature is accessible to everyone on the daily question and available for all other questions with the premium subscription.
We've also added collections—a way to test your understanding of key concepts thoroughly. Collections help you determine if you truly grasp a topic by guiding you through carefully structured problems based on influential resources like the "Attention Is All You Need" paper or Andrej Karpathy's Micrograd tutorial. Completing these collections earns you badges, providing clear evidence of your knowledge and abilities—without needing a formal degree.
The goal is to provide a resource where people can dive deep into the fundamentals of machine learning without relying on high-level libraries, making the learning process more transparent and hands-on. Contributions and feedback are welcome!
Thank you for the help! Will definitely try this instead of my current method, if you’d like you could join the discord https://discord.gg/s4uVTQwk and let me know if you have any other ideas
Originally I started this as an open source project, and currently thinking of a similar system to what you shared where I make the problems open source and keep the site close sourced. Here was my original project https://github.com/moe18/DeepMLeet
I created these questions from a mix or resources, some from libraries like numpy linalg docs, and sklearn docs. Some from textbooks like https://www.deeplearningbook.org/
And others I asked chatgpt about
I really enjoyed andrej karpathy’s zero to hero videos and I like the concept of you don’t know something till you build it, so I made this site, probably should of come up with a better title because it is made as a learning tool not as interview prep like leetcode