Basics of Natural Language Processing tasks
Machine Learning Engineer Interview Questions
6,176 machine learning engineer interview questions shared by candidates
Ask for knowledge about machine learning and cloud computing.
introduce myself and my experiences, talk about my current job
Standard leetcode questions like other places
Deep dive into one big project that you had delivered before.
- One 75min technical screening asking simple ML theory questions and a medium algorithmic coding question. Virtual onsite - 2 interviews covering all previous jobs and asking quick questions about projects/managers/yourself - ML System Design interview - ML theory interview - Big Data Computation interview After the onsite, they asked for 4 references from previous managers and peers.
How do you use PCA to segment an foreground from the background?
3 questions were extremely subjective.. It was very frustrating. The rest of the questions are farely okay/easy. Some MCQ questions were 1. What would be the accuracy of a Logistic Regression model trying to seperate a circle. 2. Which of the specific points are unlikely to come from a specific normal distribution, given its mean and covariance matrix 3. Subjective question on Heteroskedasticity 4. Subjective question on A/B testing (Would the number of false positives increase or decrease) 5. Mean of Pareto Distribution in Central Limit Theorem 6. Find P(3X + 4Y) > 5 given mean and variance of X and Y that are IIDs
Leetcode question medium difficulty and some follow ups.
LC medium question (C++) on google doc
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