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Crack Metric/Business Case/Product Sense Problems for Data Scientists | Data Science Interviews

Emma Ding

66K subscribers • 1 video on Hallway

YouTube
  • Recommended by 1 person: 1 in engineering communities.
  • Presented by Emma Ding
  • May be out of date. Uploaded 6 years ago, in an area where tools change fast.

Intermediate. Assumes working knowledge.

167K views6 years ago1 recommendation

Careers and interviewsAI and machine learningCoding interviewsCareer growthInside tech companies

Emma Ding shares three frameworks for answering product sense, business case, and metrics questions in data science interviews.

In this video, I'll share three frameworks that I used to answer product sense/business case/metrics questions that help me get job offers from Airbnb, Lyft and Twitter. 3 Categories of Questions & Frameworks: - Diagnose a problem - Measure success - Launch or not 🔗 Slides emmading.com/blog/the-ultimate-guide-to-cracking-product-cas… 🟢Get all my free data science interview resources emmading.com/resources 🟡 Product Case Interview Cheatsheet emmading.com/product-case-cheat-sheet 🟠 Statistics Interview Cheatsheet emmading.com/statistics-interview-cheat-sheet 🟣 Behavioral Interview Cheatsheet emmading.com/behavioral-interview-cheat-sheet 🔵 Data Science Resume Checklist emmading.com/data-science-resume-checklist ✅ We work with Experienced Data Scientists to help them land their next dream jobs. Apply now: emmading.com/coaching Lyft/Uber Metric Interview Question and Answer youtube.com/watch?v=rIel9IcLUtg Facebook Metric Interview Question and Answer youtube.com/watch?v=JCNsI0TtNGw LinkedIn Metric Interview Question and Answer youtube.com/watch?v=JjA6hvmaK7I // Comment Got any questions? Something to add? Write a comment below to chat. // Let's connect on LinkedIn: linkedin.com/in/emmading001/ ==================== Contents of this video: ==================== Intro What are product sense problems When you don't have any experience What are companies looking for Diagnose a problem Measure success Launch or not Tips to ace the interview Outro

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What people say. Recommended as a highly accurate resource for preparing for Facebook data scientist interviews.

u/npb0179in r/dataengineering • Recommends

…e across the board**. Remember, these statisticians, CS’s, DS’s and DE’s haven’t used formulas or BFS algorithms in years. They just want to know if you can problem solve using coding and basic stats. 1. Here are some YouTube videos or pages that were spot on for my experience 1. DataInterviewPro: Love heerrrr!!! 1. **Product Sense**: [video 2. Check out as many related to the DE side of Data as possible 2. **Social Media Metrics**: 1. [video 2. [What does Impressions, Reach, and more mean? | Essential Social Media Marketing Metrics Explained] 1. **Figure out your language and stick to it**. I always ask what the predominantly used tools are at any inter…
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