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

Emma Ding 14,865 2 years ago
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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 https://youtu.be/q9OLpWCG_yI Two Sample t-test video https://youtu.be/AXXVKv684Rw 5 Stats Concepts video https://youtu.be/Allap_hrjyo Ace the Statistics playlist https://www.youtube.com/playlist?list=PLY1Fi4XflWStljP1tzfAfU_Qn0wHzhzYm ? Get all my free data science interview resources https://www.emmading.com/get-all-my-free-resources ? Product Case Interview Cheatsheet https://www.emmading.com/product-case-cheat-sheet ? Statistics Interview Cheatsheet https://www.emmading.com/statistics-interview-cheat-sheet ? Behavioral Interview Cheatsheet https://www.emmading.com/behavioral-interview-cheat-sheet ? Data Science Resume Checklist https://www.emmading.com/data-science-resume-checklist ✅ We work with Experienced Data Scientists to help them land their next dream jobs. Apply now: https://www.emmading.com/coaching // Comment Got any questions? Something to add? Write a comment below to chat. // Let's connect on LinkedIn: https://www.linkedin.com/in/emmading001/ ==================== Contents of this video: ==================== 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

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