What Statistics To KNOW For Data Science
Channel: Egor Howell
Date: 2024-04-05

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In this video, I review the statistics knowledge you need to land that entry-level data science role!
Learn The Maths For Data Science: https://www.youtube.com/watch?v=fIzYsrR-5Bs

Video Transcript: https://medium.com/towards-data-science/what-statistics-to-learn-for-data-science-1b8087660d49?sk=23e93bc8323dd403d2e867527d620546

THINGS MENTIONED
Practical Statistics for Data Scientists: https://amzn.to/3U7iTTO 
Think Bayes: Bayesian Statistics in Python: https://amzn.to/49npNsB
Introduction to Statistics: https://www.coursera.org/learn/stanford-statistics
Mathematics for Machine Learning and Data Science Specialization: https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science

🍿 WATCH NEXT: 
Why Is It SO HARD To Get A Data Science Job Right Now?: https://www.youtube.com/watch?v=3zjjEttiHMY&t=199s
What I Actually Do As A Data Scientist: https://www.youtube.com/watch?v=GhFgnkLPZj4

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TIMESTAMPS:
0:00 Intro
0:47 Summary Statistics
1:54 Visualisations
2:28 Probability Distributions
3:16 Probability Theory
3:52 Hypothesis Testing
4:36 Regression Analysis
5:07 Bayesian Statistics
5:51 Stochastic Processes
6:42 Learning Resources

WHO AM I?
Hi, I'm Egor! I am a Data Scientist with a master's in Physics currently living in London. I share data science tutorials, advice and general tech topics!

💙 DISCLAIMERS & DISCLOSURES
This content is for educational and entertainment purposes only and should not be considered as professional advice. Views and opinions are my own and do not represent or reflect the opinions of my current or past employer or any organisations I am associated with.

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