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Product Data Science - Improve Google Maps | Google Data Scientist | DataInterview

DataInterview 15,433 lượt xem 3 years ago
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====== ✅ Details ======

🤔 "How would you improve Google Maps?"

Dan (Ex-Google/PayPal Data Scientist) explores how to address a product data science interview question commonly asked: "How would you improve a product?"

He demonstrates a framework involving five steps:

1. Define the goal
2. User experience
3. Brainstorm ideas
4. Validate ideas with data
5. Prioritization

If you want more prep content including AB testing course, case course, product SQL course, Slack group, coaching and much more, check out https://datainterview.com/

Lastly, feel free to subscribe, like and share this video! 👍

====== ⏱️ Timestamps ======

0:00 Intro
00:45 Problem Type - "Improve a product"
01:59 Framework
06:23 Step 1 - Define the goal
09:54 Step 2 - User experience
13:25 Step 3 - Brainstorm ideas
18:11 Step 4 - Validate ideas
20:07 Step 5 - Prioritization
27:16 Prep course + coaching

====== 📚 Other Useful Contents ======

1. Principles and Frameworks of Product Metrics | YouTube Case Study

https://medium.com/datainterview/principles-and-frameworks-of-product-metrics-youtube-case-study-ff63257a82d3

2. How to Crack the Data Scientist Case Interview

https://medium.com/datainterview/principles-and-frameworks-of-product-metrics-youtube-case-study-ff63257a82d3

3. How to Crack the Amazon Data Scientist Interview

https://medium.com/datainterview/crack-the-data-scientist-case-interview-by-an-ex-google-data-scientist-f44da750cffe

====== Connect ======

📗 LinkedIn (Dan) - https://www.linkedin.com/in/danleedata/
📘 Medium (DataInterview) - https://medium.com/datainterview

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