🧠 ML Learning & Personal AI Tutor Survey  

We’re creating an AI-powered tutor that gives you personalized ML learning, helps you build real-world projects, and provides real-time learning feedback — available 24/7.

This quick survey (just 3–5 mins) will help us understand how you learn ML and if you'd find this helpful.

Your input means a lot — and you'll get early access when we launch!

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1. What is your current level in Machine Learning?

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2. How are you currently learning Machine Learning? 

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3. What are your biggest challenges in learning ML? (Select top 3)
4. Would you find value in an AI tutor that gives you:

(Rate each feature on a scale of 1 to 5)

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Personalized ML learning path based on your style
Real-time code review and feedback
Guidance on making your projects production-ready
Suggestions for project ideas that are real-world applicable
24/7 tutor availability to solve doubts instantly
Regular progress reports and personalized improvement tips
Interview preparation for ML/Data Science roles
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Personalized ML learning path based on your style
Real-time code review and feedback
Guidance on making your projects production-ready
Suggestions for project ideas that are real-world applicable
24/7 tutor availability to solve doubts instantly
Regular progress reports and personalized improvement tips
Interview preparation for ML/Data Science roles
5. If this AI-powered ML tutor existed, how likely are you to use it regularly?

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 6. Would you be willing to pay a subscription fee for such a personalized ML tutor experience?   *
 7. What would make you more confident in purchasing such a product?   *
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8. Would you recommend this kind of AI tutor to your friends/peers learning ML?

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9. Any additional thoughts or expectations you have from such a product? 
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