Ace Statistics Interviews: A Data-driven Approach For Data Scientists

In this video, we're going to explore the top statistics questions that often come up in these interviews, using a data-driven approach. And, we'll present everything in a way that's easy to understand, even if it's been a while since you last studied statistics.
One Sample t-test video • What is One-sample T-t...
Two Sample t-test video • What is Two-sample T-t...
5 Stats Concepts video • Top 5 Statistics Conce...
Ace the Statistics playlist • Ace the Statistics Int...
🟢 Get all my free data science interview resources
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🟡 Product Case Interview Cheatsheet www.emmading.com/product-case...
🟠 Statistics Interview Cheatsheet www.emmading.com/statistics-i...
🟣 Behavioral Interview Cheatsheet www.emmading.com/behavioral-i...
🔵 Data Science Resume Checklist www.emmading.com/data-science...
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Contents of this video:
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00:00 Introduction
01:30 Data-driven Approach
02:38 P-value
05:20 Linear Regression
07:27 Statistics Interview Cheat Sheet
07:51 t-tests
10:03 Correlation Coefficient
13:05 Hypothesis Testing
13:24 Top 5 Stats Concepts
13:36 Other Resources

[@zidavey]

Thanks, Emma. Great content as always!

[@magalarova7157]

Thank you, will refer to this for my next interview prep.

[@kunalmehta4051]

Great work, Emma. Appreciate your efforts.

[@bhavana.99]

Amazing explanation. Thanks a lot. Emma!!

[@emma_ding]

My pleasure! Happy you found it helpful. 😊

[@user-nr6fw6jr2m]

Hi Emma, this is helpful! Would you pls talk more about skewed distribution? Thanks!

[@narenkarthikeya9]

thank you , very helpful

[@emma_ding]

My pleasure! Happy to help! 😊

[@mahmutsari3079]

What's the source of survey? I need to use the academic citation. Thanks

[@mshi9056]

Hi Emma I really like your videos and learned a lot from your sharing. One suggestion here for video creation - could you move your hands less and try not to stare frequently? I find your facial expression and hand movements distracting sometimes. : )

[@magalarova7157]

Thank you, will refer to this for my next interview prep.

[@emma_ding]

Best of luck on your next interview!