The 25 Best Data Science and Machine Learning GitHub Repositories from 2018

What's the best platform for hosting your code, collaborating with team members, and also acts as an online resume to showcase your coding skills? Ask any data scientist, and they'll point you towards GitHub. It has been a truly revolutionary platform in recent years and has changed the landscape of how we host and even do coding. It acts as a learning tool as well. How, you ask? I'll give you a hint – open source! The best part about these releases is that the researchers behind the code also provide pretrained models so folks like you and I don't have to waste time building difficult models from scratch. Additionally, we regularly see the top trending repositories aimed towards coders and developers – this includes resources like cheatsheets, video links, e-books, research paper links, among other things. No matter which level you are at in your professional career (beginner, established or advanced), you will always find something new to learn on GitHub. Natural Language Processing (NLP) was easily the most talked about domain within the community with the likes of ULMFiT and BERT being open-sourced.