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Solve the Toughest
AI & ML Interview Questions

by becoming a better machine learning engineer
Let us show you how

Meet our AI & Machine Learning Course Advisor

Manoj Krishnan

Facebook, San Francisco

Manoj comes with over 18 years of experience working as a Software Engineer, dealing with Distributed Systems, Machine Learning, Deep Learning, High Availability, High-Performance Computing, Parallel Computing & Fault Tolerance in companies like Facebook and VMware.

Tough AI & ML Interview Questions

Asked at FAANG which you’ll be able to solve easily after taking our course

  • What is the cross-entropy loss? Is it convex or not? Why do you need loss function to be convex?
  • Explain the problem of vanishing gradient. Can LSTM deal with it?
  • When do we use sigmoid for an output function? What is the problem with sigmoid during backpropagation?
  • How do you select the number of components in PCA? Why are they orthogonal?
  • Do you need scaling of weights for drop-out layer in Neural Networks?
Top companies love hiring our candidates


Instructors, Coaches & Interviewers
from Top Tech Companies




Highest compensation received
by our Alumni in 2021
34 reviews
28 reviews
12 reviews

What our students say

Rupesh Dabbir
Offers from

Interview Kickstart provides you a solid platform to not only strengthen your algorithm and interview game, I've had the pleasure of meeting some of the best/brightest minds in the industry. It was a humble experience, to say the least. I have gotten 14 offers including FAANG!

Michael Huston
Offers from
Amazon brand logo

I can't think of a better recipe for tech interview success than combining the Interview Kickstart program with hard work. The program made my prep much more effective and eliminated surprises from the interview process.

Flavia Vela
Offers from
Amazon brand logo
Linkedin brand logo

The classes, workshops, quizzes, practice problems, and mock interviews provided me with the knowledge, tools, and the feedback that I was missing. Interview Kickstart showed me how to prepare for success.

Neelesh Tendulkar
Offers from

Each instructor-led session was packed with information and there were lots of problems to practice. The course was intense, but it was a great use of my time.

Kushal L
Offers from
Facebook brand logo

IK provides a nice, structured way to prepare for interviews while having a full-time job. Mock interviews helped me get better and the problem sets alleviated the need for me to source problems externally.

Swapnil Tailor
Offers from
Facebook brand logoLinkedin brand logo

Interview Kickstart is like a fitness coach which guides to achieve your dream job. It can help you identify your weak points and also suggest steps to improve them.

IK Prep - Designed for Success

Comprehensive Curriculum


Data Structures, Algorithms, System Design, Data Science Concepts and much more
Rigorous Mock Interviews

Rigorous Mock

With actual Hiring Managers.
Get Detailed Feedback, Scores and Reference Videos
Plenty of 1 x 1 Help

Plenty of
1 x 1 Help

Technical Coaching, Homework Assistance, Solutions Discussion and Individual sessions
Personalized Feedback


Brutally honest and structured - the kind that actually helps
Career Skills Development

Career Skills

Resume Help, LinkedIn Profile Feedback, Personal Branding and Live Workshops
Salary Negotiation


Company, Role and Level Specific help based on Real Data that we have collected

Interviewing is a Skill

Top tech companies get thousands of AI & ML job applications and deliberately make it hard for you to get in.

  • Are expected to prepare for the interview.
  • Have to come up with solutions to complex problems in a short span of time.
  • Are asked to articulate your assumptions, your decisions and your solutions.
  • Have to code on a whiteboard, an unfamiliar coding platform, on a sheet of paper or a shared doc.

Designed for Working Professionals

Evenings & Weekends

Evenings & Weekends

Intense, but designed to fit into your work and life schedule.
Local or Remote


Participate in live classes remotely.
Long Support Period

Long Support Period

To help you catch up with everything that we offer.