First of all, it is great that you thought of checking some informative Data science and Machine learning resource collection. However, there are some courses online that ask you to pay thousands of dollars as a fee for the course. You must be wise to choose which course you are paying for and if the certification from that entity is really worth your investment in course. If not, there are 100s of free resources out there that you can use to gain knowledge around the topics and start working on projects. Below are some great collection of resources put together to be handy for you.
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Online Courses And Tutorials
- Dataquest
- Udemy
- Coursera
- DataCamp
- Udacity
- EdX
- Cognitive Class
- Springboard
- IntelliPaat
- Lynda
- Kaggle
- TensorFlow
Great YouTube channels resources
Data Science Blog/Articles
- Edwin Chen’s Blog
- DataScience.com
- Data Science 101
- The Shape of Data
- Planet Big Data
- Big Data Blog
- Chris Ablon’s Blog
- NYC Data Academy
- DBMS2
- Data36
- Operational Database Management Systems
- Yanir Seroussi’s Blog
- Simply Statistics
- What’s the Big Data
- Towards Data Science
- Alexis Perrier’s Blog
- Algobeans
- Ben Frederickson’s Blog
- Daniel Nee’s Blog
- Data Blogger
- Data Mining Research
- Data Double Confirm
- Data Meets Media
- Data Aspirant
Data Science E-Books
- Journey to Data Scientist: Interviews with More Than Twenty Amazing Data Scientists
- Learn Python the Hard Way
- O’Reilly Free Data Science Library
- Bayesian Reasoning and Machine Learning
- Guide to Data Mining
- Interpretable Machine Learning
- The Data Science Handbook
- Art of Data Science
- The Data Analytics Handbook
- Numsense! Data Science for the Layman: No Math Added
- D3 Tips and Tricks v4.x
- Data Mining Algorithms in R
- Data Mining Techniques: For Marketing, Sales, and Customer
- Relationship Management, 3rd Edition
Data Science Research
- Data Science for Social Good
- International Journal of Data Science and Analytics
- CODATA Data Science Journal
- Data Science Foundation Whitepapers
- IMB Big Data & Analytics Hub
- Institute for Data Science
- EPSRC Centre for Doctoral Training
Data Science Community
- Analytics Vidhya
- Data Science Central
- KDnuggets External link
- Data Science on Reddit
- Smart Data Collective
- Data Tau
- Codementor
- Medium – Data Science
- D Zone: Big Data Zone
- Kaggle
- Cross Validated
- Data.world
- Analytic Bridge
- Data Science Community
Data Science Degrees
- Master of Science in Analytics (MSAn) from American University
- Master of Information and Data Science (MIDS) from UC Berkeley
- Master of Science in Applied Data Science from Syracuse
- Master of Science in Business Analytics
- Master of Science in Data Science from Southern Methodist University
Coding With R and Python
- Revolutions
- How to Think Like a Computer Scientist
- Data School
- Flowing Data
- Mode’s Python Tutorial
- R-Bloggers
- blogR