For Data Science Beginners
Set of Notes with links to help those who are Data Science Beginners
Blogs to Follow:
- Data Science Central
- KDNuggets
- Analytics Vidhya
- R-Bloggers
- What are the best Blogs for Data Scientists to Read - Quora
- Cognitive class
- Simply Statistics
- Edwin Chens blog
- Deepmind Blog
To Learn:
- How to get your first job in Data Science? Tomi Mester Medium
- The most comprehensive Data Science learning plan for 2017
- LeaRning Path on R - Step by Step Guide to Learn Data Science on R
- Python Training | Python For Data Science | Learn Python
- Infographic - Quick Guide to learn Python for Data Science
- Minimalistic Learning Path to Become a Data Scientist
Videos:
- Introduction to R for Data Science | edX
- Data Science | Coursera
- Aspiring Data Scientist! Here are 8 free online courses to start
- Statistics and Data Science | Stanford
Github:
- GitHub - Developer-Y/cs-video-courses: List of Computer Science courses with video lectures.
- GitHub - JanVanRyswyck/awesome-talks: Awesome online talks and screencasts
- GitHub - caesar0301/awesome-public-datasets: A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!
- GitHub - josephmisiti/awesome-machine-learning: A curated list of awesome Machine Learning frameworks, libraries and software.
- GitHub - ChristosChristofidis/awesome-deep-learning: A curated list of awesome Deep Learning tutorials, projects and communities.
Hackathons/Competitions:
- Kaggle: Your Home for Data Science
- DataHack : Biggest Data hackathon platform for Data Scientists
- CrowdANALYTIX:A crowdsourced analytics platform to solve data-driven business problems
- http://www.topcoder.com/active-challenges/data/
Datasets:
- Data worldbank
- Open Government Data (OGD) Platform India
- http://archive.ics.uci.edu/ml/
- Datasets | Kaggle
Podcasts:
Libraries