Data Sciences

[Courses]

• 70 Free Online Courses for Data Science to Advance Your Skills in 2022, https://www.mltut.com/free-online-courses-for-data-science/

[Books]

• Free Data Science Books (20+), https://www.linkedin.com/pulse/free-data-science-books-20-steve-nouri/?trackingId=k3DlYfsU2m81A7vZt7Jjqw%3D%3D
• Python Data Science Handbook, https://www.oreilly.com/library/view/python-data-science/9781491912126/

[Blogs]

• Problem Solving as Data Scientist: a Case Study, https://www.linkedin.com/pulse/problem-solving-data-scientist-casestudy-pan-wu/?trackingId=c4V6JGMDmJJ9BFhgWbw0aw%3D%3D

[Books- Probability for Data Science]

• Introduction to Probability for Data Science, Stanley H. Chan, An undergraduate textbook on probability for data science., https://probability4datascience.com
• Data Science and Machine Learning: Mathematical and Statistical Methods 🎯 A textbook by Dirk P. Kroese, Zdravko I. Botev, Thomas Taimre and Radislav Vaisman, https://people.smp.uq.edu.au/DirkKroese/DSML/DSML.pdf

[Papers]

[Codes]

• Python Data Science Handbook, https://github.com/jakevdp/PythonDataScienceHandbook

[Tools]

• Data Science Tools study guides for MIT's 15.003, https://github.com/shervinea/mit-15-003-data-science-tools