Top GitHub repositories to learn Data Science
Tags: machinelearning, datascience, github
Published: 2021-08-13 07:46:58

---
title: Top GitHub repositories to learn Data Science
published: True
date: 2021-08-13 07:43:23 UTC
tags: MachineLearning, DataScience, Github
canonical_url: https://bharadwaj.hashnode.dev/top-github-repositories-to-learn-data-science
cover_image : https://dev-to-uploads.s3.amazonaws.com/uploads/articles/x5gmmg40jgw4zs9szfvq.png
---

Hello everyone!! It's been so long since I wrote my last blog. Let's keep all those crap aside, I am back again with some interesting blogs for you. In this blog let's discuss top GitHub repositories to learn Data Science.

Before going deep into those repositories let's have some introduction part.

**GitHub repositories are like treasure troves of valuable resources that can kickstart your Data Science journey.** With the plethora of free resources below, you are well-equipped to learn about data science with your very own curriculum.

1. [Awesome Data Science](https://github.com/academic/awesome-datascience) 

![image.png](https://cdn.hashnode.com/res/hashnode/image/upload/v1628837823057/Jx3YIqXyG.png)This repo is hands down the best collection of resources on Data Science. It covers almost all aspects of learning Data Science, starting with the aspect of motivation which explains the way for Data Science.

2. [Data Scientist Road Map](https://github.com/MrMimic/data-scientist-roadmap) 

![image.png](https://cdn.hashnode.com/res/hashnode/image/upload/v1628838633368/U73rxAXZV.png)This repo is inspired by a road map of data science skills by Swami Chandrasekaran. It contains the whole package of what it takes to become a data scientist, from the fundamentals, statistics, and programming to machine learning, data visualization, and data munging.

3. [Data Science best resources](https://github.com/tirthajyoti/Data-science-best-resources) 

![image.png](https://cdn.hashnode.com/res/hashnode/image/upload/v1628838920402/tLgF9rvnd.png)It has all sorts of resources - AI articles, Amazon web service, blogs, books, articles, MOOCs, visualizations, Neural Networks, Cloud Computing, REST API, time series and so much more.

4. [DS - CheatSheets](https://github.com/FavioVazquez/ds-cheatsheets) 

![image.png](https://cdn.hashnode.com/res/hashnode/image/upload/v1628839115531/XOAszoac0.png)_This is just a part of the image from the Table of Contents, There are a lot more_

This repo has interesting cheat sheets on topics such as R, SQL, Data Visualizations and etc.

5. [Data Science Resources](https://github.com/jonathan-bower/DataScienceResources) 

![image.png](https://cdn.hashnode.com/res/hashnode/image/upload/v1628839296174/SQEQo1wqC.png)This repo is for those looking to both learn Data Science and plan their career for their future with the given career resources.

6. [Data Science Blogs](https://github.com/rushter/data-science-blogs) 

![image.png](https://cdn.hashnode.com/res/hashnode/image/upload/v1628839524088/fUj8S8yty.png)_This is just a part of the image from the blogs section, There are a lot more_

This repo contains a massive list of Data Science blogs for you to learn about everything. The list is ordered alphabetically for easy navigation and the link is right beside the title of the blog.

7. [Free Data Science Books](https://github.com/chaconnewu/free-data-science-books) 

![image.png](https://cdn.hashnode.com/res/hashnode/image/upload/v1628839714841/yeLnRuMZ1.png)_This is just a part of the image from the Table of Contents, There are a lot more_

This repo contains free resources for learning Data Science and Big Data. It starts off with an introduction to what Data Science is, then about Data processing and Data Analysis, Statistics, Machine Learning, and lastly applications of Data Science.

8. [Data Science - Wiki](https://github.com/Leo-G/Data-Science-Wiki) 

![image.png](https://cdn.hashnode.com/res/hashnode/image/upload/v1628839973700/qycbLFFKO.png)_This is just a part of the image from the Table of Contents, There are a lot more_

This repo is the list of DevOps guides, scripts, and tutorials. There is a category for Data Science from beginners to the advanced levels, Python Programming, Linux Tutorials, Git, Code editors, and Machine Learning. These tutorials come in the form of articles, youtube videos, online courses and etc.

That's all folks. Thank you for reading till here.

Read my previous blog about Best Data Science blogs to follow [Here](https://dev.to/bharadwaj6262/top-datascience-blogs-to-follow-in-2021-203c).

Feel free to see my previous blogs too.

**Connect with me**

You can connect with me on [Twitter](https://twitter.com/ __Bharadwaj__ )