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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: [ Ссылка ]
Video Transcript: [ Ссылка ]
THINGS MENTIONED
Practical Statistics for Data Scientists: [ Ссылка ]
Think Bayes: Bayesian Statistics in Python: [ Ссылка ]
Introduction to Statistics: [ Ссылка ]
Mathematics for Machine Learning and Data Science Specialization: [ Ссылка ]
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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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What Statistics To KNOW For Data Science
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