Blogs & GitHub Repos
Here is a collection of certain blogs and GitHub repositories that might be helpful.
| Name | Type | Details |
|---|---|---|
| Colah's Blog | Blog | Stay ahead of the curve with this. Very informative. |
| Better Explained | Blog | Math + ML combination. |
| Andrej Karpathy Blog | Blog | Andrej is the guy 🔥. His article on RNNs is pure genius. |
| A visual introduction to Machine Learning | Blog | Visual treat 🤩 |
| Josh Meyer's Website | Blog | High level content. |
| Machine Learning Mastery | Blog | You will find it one way or another. Debugging erros will eventually take you here. |
| Jay Alammar Blog | Blog | Interactive and brilliant. Especially the one on Transformers. Gold. |
| Towards Data Science | Blog | Medium Blogs are always good. Towards Data Science is one of them. |
| Applied ML | Repo | 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production. |
| ML Notebooks | Repo | 🔥 A series of code examples for all sorts of machine learning tasks and applications. |
| AI Resources | Repo | A curated list of Best Artificial Intelligence Resources |
| ML Youtube Courses | Repo | 📺 A place to discover the latest machine learning courses on YouTube. |
| Deep Learning with Tensorflow | Repo | All course materials for the Zero to Mastery Deep Learning with TensorFlow course. |
| Andrew Ng DL Notes | Repo | This is Andrew NG Coursera DL Handwritten Notes. |
| A.I Project Ideas | Repo | 500 AI Machine learning Deep learning Computer vision NLP Projects with code |
| Andrew Ng ML Assignment in Python | Repo | Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions. |
Cheatsheets​
Quickly want to revise all the important concepts. Here's a google drive folder that contains short notes for all ML related things.
Until next time! 🚀