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Resource List

October 29, 2024

Beginners Area

A Crash Course in Data Science by John Hopkins University

https://www.coursera.org/learn/data-science-course

Foundations of Data Science by Google

https://www.coursera.org/learn/foundations-of-data-science

Python for Applied Data Science by IBM
https://www.coursera.org/learn/python-for-applied-data-science-ai

Data Science, the hard way

https://ahsanijaz.github.io/2018-09-04-less_travel/

Courses

Books

Python Data Science Handbook (Jake VanderPlas)
https://www.amazon.com/Python-Data-Science-Handbook-Essential/dp/1491912057/

Designing Data-Intensive Applications (Martin Kleppmann)

https://www.amazon.com/Designing-Data-Intensive-Applications-Reliable-Maintainable-ebook/dp/B06XPJML5D

Practical Statistics for Data Scientists (Bruce/Bruce/Gedeck)

https://www.amazon.com/Practical-Statistics-Data-Scientists-Essential/dp/149207294X/

Fundamentals of Data Engineering (Reis/Housley)

https://www.amazon.com/Fundamentals-Data-Engineering-Robust-Systems/dp/1098108302

Podcasts

Youtube Channels

https://www.youtube.com/@Thuvu5

https://www.youtube.com/@SundasKhalid

Interviewing

The Data Science Interview Book by Dip Ranjan Chatterjee

The data science resume that got me my FAANG (MANGA?) job (entry level data scientist) by Tina Huang

Data Science Resume Checklist by Data Interview Pro

How to Get Data Science Interviews: Finding Jobs, Reaching Gatekeepers, and Getting Referrals by Emma Ding