ML Interview Questions

 
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We began collecting Real interview questions from learners, mentors, and professionals who appeared for roles at India’s top product-based companies. These aren’t hypothetical — they’re actual questions asked in hiring rounds for Data Science, ML, and Analyst roles.

FREE FOR ALUMS

ROHIT JINDAL - Senior Data Scientist
(7 + years of experience)
(IISc Bangalore, DTU, University of Cambridge) Ex Mastercard, Ex State Street(IISc Bangalore, DTU, University of Cambridge)

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About the course

🎯 Real Interview Questions from Top Product-Based Companies

This started as a simple side project. While mentoring learners, I began collecting actual interview questions asked in real hiring rounds from my times in IISc, and DTU
But questions directly shared by people who appeared for roles. Over time, it turned into a solid, structured collection that’s now helping many learners prepare smarter

Companies covered

Google, Amazon, Microsoft, Flipkart, Swiggy, Zomato, Ola, Meesho, Adobe, Paytm, PhonePe, CRED, Uber, Samsung, Atlassian, Razorpay, Dream11

Syllabus (click below to expand)

What our Alums say !

Verified by Trustpilot

The PDF course is honestly a goldmine! The questions are exactly what product-based companies are asking these days. I especially liked how it also covers advanced topics like ensemble models, system design, and case studies — not just the basics. Some answers could be a bit more detailed, but overall, it's way more useful than most paid courses out there."
— Anjali T., Data Analyst Aspirant

"Super helpful resource for interview prep! The PDF has real, relevant questions from top companies and the solutions show deep understanding. It doesn’t just explain the 'what' — it also touches on the 'why', which is something most materials miss. Would love slightly more elaboration on a few of the answers though."
— Rahul S., ML Engineer Trainee

"This PDF course is packed with value. You can clearly see that these are real interview questions — it even had 2 that I was asked in my Swiggy interview! Some of the solutions are already advanced-level, which helped me prepare beyond the surface. Just wish a few answers had a bit more step-by-step detail."
— Priya M., Career Switcher to DS

"The structure of the PDF is very clean. Each question is backed by an answer that feels interview-ready. I appreciate that even advanced topics like SHAP, pipelines, and cross-validation strategies were included. Some of the answers could be a bit more descriptive, especially for beginners, but it’s overall very helpful."
— Sneha D., Final Year B.Tech Student

"What I loved most about this PDF is how simple and to-the-point everything is. No fluff, no over-explaining — just straight-up real questions and solid answers. It helped me quickly revise core ML concepts before interviews."
— Aditya M., Final Year Student, IIT Indore

"This is one of the few resources that actually respects your time. The answers are clean, practical, and easy to remember. Perfect for last-minute prep or daily revision. Even tough topics are broken down simply."
— Neha S., Transitioning to Data Science from Testing

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ML Interview Questions

Free

Alumni Plan (Limited Time)

About the course

Companies covered

Syllabus (click below to expand)

What our Alums say !

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