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A Real-World Guide to Acing the Rigorous Machine Learning Engineering Interview
Updated on Sep, 2026
Programming, Data Science, Machine Learning
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** Mike's courses are popular with many of our clients." Josh Gordon, Developer Advocate, Google **
"Excellent course. I highly recommend it. Very clear, succinct, and to the point. Will help all machine learners tremendously. Great job Mike!" - Diana
"Great course, can highly recommend this to anyone that wants to do well in their technical interview. Mike West is a great teacher." - Sanmari
"Good overview of concepts that could be asked in an interview. The overview can serve as a guide to which concepts you might need to revisit." -- Jonathan
The machine learning engineer is the single most in-demand job on earth, according to the top job board.
If you want to land a job as a machine learning engineer, you’ll need to pass a rigorous and competitive interview process. Most top companies will have a phone screen and at least two to three rounds of in-person interviews.
Listen, I'm not going to lie to you. The interview process is comprehensive and knowledge-intensive. Our interview process is over 100 questions. Big salaries come with big skills. You either have the skills and knowledge necessary to succeed in the real-world or you don't.
While it’s impossible to provide all the answers to questions you’ll see in the applied space, this course is a comprehensive look into many of the questions you’ll see in real-world interviews.
In this course, you’ll learn how to answer many questions specific to machine learning in the applied space. You’ll learn about concept reductionism and how to apply it in an interview setting.
In the Artificial Intelligence space, role confusion is rampant. Many working in applied careers can’t provide you with a clear definition of the roles in this space. This course will define the trends and the data behind the top jobs.
You’ll learn to analyze job posts you are interested in and tailor your interview preparation based on each individual role.
You’ll start by learning how to handle the most basic questions about machine learning. For example, what is machine learning and how does it fit into the Artificial Intelligence Hierarchy? If you can’t answer the most basic questions, you certainly won’t be able to tackle the more difficult ones.
In this course, I'm not going to list out a bunch of questions. I'm going to answer them and show you the applied aspect to the answer.
For example, I'll define hyperparameter tuning then I'll show you how these parameters are passed into a model.
Thanks for your interest in my course.
Check out the detailed breakdown of what’s inside the course
I'm the founder of LogikBot. I've worked at Microsoft and Uber. I helped design courses for Microsoft's Data Science Certifications. If you're interested in machine learning, I can help.
I've worked with databases for over two decades. I've worked for or consulted with over 50 different companies as a full time employee or consultant. Fortune 500 as well as several small to mid-size companies. Some include: Georgia Pacific, SunTrust, Reed Construction Data, Building Systems Design, NetCertainty, The Home Shopping Network, SwingVote, Atlanta Gas and Light and Northrup Grumman.
Over the last five years I've transitioned to the exciting world of applied machine learning. I'm excited to show you what I've learned and help you move into one of the single most important fields in this space.
Experience, education and passion
I learn something almost every day. I work with insanely smart people. I'm a voracious learner of all things SQL Server and I'm passionate about sharing what I've learned. My area of concentration is performance tuning. SQL Server is like an exotic sports car, it will run just fine in anyone's hands but put it in the hands of skilled tuner and it will perform like a race car.
Certifications are like college degrees, they are a great starting points to begin learning. I'm a Microsoft Certified Database Administrator (MCDBA), Microsoft Certified System Engineer (MCSE) and Microsoft Certified Trainer (MCT).
Born in Ohio, raised and educated in Pennsylvania, I currently reside in Atlanta with my wife and two children.
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