ML design, backtracking similar to n-queens, leetcode medium level, and some sql.
Machine Interview Questions
10,824 machine interview questions shared by candidates
Ask me several leet code-like programming questions. That wasn't so difficult but it was tricky.
Probability, signal processing (Fourier transform and sampling theory), deep learning, hidden Markov chain, live coding questions.
The knowledge they test is broad, ranging from programming to stats to domain knowledge and deep learning.
SVM, regression, PCA, matrix, CNN
Past projects and system design.
How Bounding boxes are created in a particular image.
What are the steps involved in building a model?
Using pandas for data engineering
Create an api for speech recognition.
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