"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
Variation of the number of islands LC question. You have a House, Well & Tree arranged in a large grid with empty spaces in between to show where you can go. How will you go from house to nearest well without hitting a tree? Assume you can only go up.down/left/right and not diagonally and cannot hit a tree else you backtrack.
Meta's leetcode questions from leetcode
Something about linked list. Medium leetcode difficulty
Explain 2 ML projects (semi-deep dive into them)
Briefly describe transformer, and describe the difference between transformer and RNN
They asked me a lot from my past work
What is difference between generative and discriminative models? What are some methods you would use to prevent over-fitting? Some coding question using heap data structures
Given a tree, how do you make sure it’s a binary search tree
why your grades was going up and down?
Given some ML-related source file, explain it. What does it do? How does it fit a project?
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