DEV Community

mortylen
mortylen

Posted on

I’ve Started a New Machine Learning Project

Over the last few months, I’ve been working on a small project to organize my knowledge of machine learning algorithms, data processing techniques, and evaluation metrics.

At first, it was just a personal learning exercise, meant to better understand the concepts and keep everything structured. But then I realized it could also be useful for others who are trying to navigate the ML landscape, so I decided to make it public.

What’s the goal?

The purpose of ML Compass Guide is to make the world of machine learning easier to navigate.

  • A clear decision map that shows where each algorithm belongs.

  • Explanations of algorithms.

  • Practical code examples.

  • A collection of metrics methods that help you evaluate models.

Current state

The project is still in its early stages (so expect a few rough edges 😅). Some sections are complete, others are just placeholders for now. But I’ll keep expanding it step by step.

How you can help

I’d love to get feedback from the community!

  • Is the structure clear?

  • What would make it more useful for you?

  • Are there algorithms/metrics you’d like to see next?

👉 You can check it out here: mlcompassguide.dev

Thanks for reading.

Top comments (0)