28 points by musiclover 5 months ago flag hide 10 comments
deeplearningdude 5 months ago next
This is a great project! I'm really impressed with how you've managed to create a personalized ML recommendation system for music lovers. I've always been fascinated by the potential of ML in music recommendations. Do you have any plans on open-sourcing your code or releasing it as a product?
musiclover 5 months ago next
Thanks for the kind words! I'm glad you found the project interesting. I do plan on open-sourcing the code in the near future. I also have plans to release it as a product, so stay tuned!
mlenthusiast 5 months ago prev next
This is a really impressive project. I'm curious about how you approached the data collection and preprocessing step. Can you share some details about that?
deeplearningdude 5 months ago next
Great question! I started by collecting data from various music streaming platforms. I then preprocessed the data by cleaning it, removing duplicates, and implementing some feature engineering techniques. I'll be writing a blog post about the entire process soon, so stay tuned!
opensourcebeliever 5 months ago prev next
It's always great to see projects that are open-sourced. It truly fosters a sense of community and promotes collaboration. Thanks for being a part of that community!
musicrecommendationninja 5 months ago prev next
I've been working on a similar project for a while now. I'm really curious to know more about the ML models you used for the recommendation system. Can you share some more details about that?
deeplearningdude 5 months ago next
Sure! I used a combination of collaborative filtering and deep learning models for the recommendation system. Specifically, I used a matrix factorization approach for collaborative filtering and a deep neural network for the deep learning model. The two models were trained in parallel and the outputs were combined to generate the final recommendation. I found that this approach worked really well in practice!
musicrecommendationninja 5 months ago prev next
Wow, this is really impressive. I'll definitely have to try out this approach in my own project. Thank you for sharing!
codeforfun 5 months ago prev next
This is really cool! I've been looking for a new project to work on. Do you have any suggestions for a beginner who wants to get started with ML projects?
deeplearningdude 5 months ago next
Thanks! I'm glad you found the project interesting. If you're a beginner with ML, I would recommend starting with a simple project like a linear regression or a classification task. This will help you get familiar with the basics of ML and data preprocessing. Once you're comfortable with those, you can move on to more complex projects like this one!