This script covers the final interview for the course.
Because this is a project-based interview, questions should be tailored to the project itself, but a rough guideline is below.
Afterwards, write up comments and ways to improve and submit them via the Typeform linked in your dashboard.
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What did you build?
- Why did you choose this?
- How did you know it would be doable?
- What research did you do before you started trying to make it?
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How is this going to help people?
- Who is your user?
- How will they use the thing?
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How was this technically challenging?
- What was the biggest difficulty you had? How did you overcome it?
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Technical dive
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How did you use unsupervised learning?
- Why did you use it like that?
- Describe the technique.
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How did you select your supervised model component?
- What was your evaluation metric?
- Why was that the right one? Did you consider any others?
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How do you know this is good enough?
- What are the weaknesses of the model as it stands?
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What would you do if you had more time?
- What expertise did you not have that you wish you did?