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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

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Foundations of Data Science by Google

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

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

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Data Science, the hard way

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

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Courses

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Books

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

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Designing Data-Intensive Applications (Martin Kleppmann)

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

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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

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Podcasts

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Youtube Channels

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

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

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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