BE PREPARED Machine Learning Engineer interview questions

Machine Learning Engineer interview questions from a recent hire. How I experienced the interviews for ml engineers and what I would have answered. Included 12 questions to prepare you for the machine learning developer road and what you need to take into account when answering the interview questions. Avoid my mistakes and prepare optimally for your next job in Machine Learning and Data Science.

If you enjoyed this video, I would be excited to connect on Twitter or LinkedIn.

0:00 Intro
2:15 Q1
5:39 Q2
6:07 Q3
6:52 Q4
7:26 Q5
8:11 Q6
8:57 Q7
9:39 Q8
10:11 Q9
10:49 Q10
11:57 Q11
12:45 Q12

[mohammadnasser]

1- Bias-variance tradeoff
2- Difference between training set and validation set
3- Interpretability vs Accuracy
4- SQL questions
5- Behavioral questions
6- Approaching a problem with no labels
7- If you had an API how would you load a csv?
8- What is pep8?
9- What is a confusion matrix (error matrix)?
10- Anomaly detection
11- Grid search
12- Coding challenges

[ZiRo]

perfect! wish i saw this video before i went into my interview, and almost everything you named was asked. thanks for sharing mate!

[shermanr]

This man is gonna get me my first post-graduate job LETS

[tusharbadhwar]

Thank you for this awesome video, Sandro. It is really useful in preparing to become an MLE :)

[aqeelaliani]

Very useful information! Just one feedback. When you change to a new topic, it is really abrupt. So it was easy to miss a lot of times the new topic that is now suddenly being discussed. And it was a bit confusing. So maybe start with "Now let's talk about / discuss..." Or put the new topic on the screen.

[evanshlom]

I NEED to become an MLE engineer asap. I love this so much and I already have ML Scientist exp

[devilliersduplessis]

I always saw bias as the opposite of precision, and variance as the opposite of accuracy (Balistically speaking)

[kainatmirza]

Thanks for sharing :) It's always great to learn from other's experience. Stay blessed :)

[brothermalcolm]

You got my like for the PhD in Quantum Physics opener

[buttert]

Thanks Sandro, this was really helpful

[A]

what was the better way to load a csv in an api?

[dekev]

Can you do a video on ml hardware jobs, like Accelerators design/implementation jobs. I'm doing my masters in microelectronics engineering and I want to do my project and thesis in this topic.

[vanshpundirv_p_r]

What about Data structure question? Don’t they ask DSA question in Interview?

[machinelearning]

medium and twitter links are not working

[pedromarques]

You sent your resume to 12 postions or you got a response from 12 positions?

[StrawHatlufy]

I am Kind of learning machine leraning, any opportunitiy for internship at any field i want to gain experience

[juanjo]

great¡¡¡ could you recommend some courses for free on internet plz?