NDA, however, was on the ML generally.
Machine Learning Interviews
Machine Learning Interview Questions
"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."
8,212 machine learning interview questions shared by candidates
Leet code like question - easy/medium - nested for loops, recursion, dp
How comfortable are you with rudeness? (I’m serious, basically asking if I’m okay with swearing in general, I don’t care about swearing but I think this company should lower their expectations for what they pay).
What is gradient descent? Bagging vs boosting random forests, etc.
An overview of my background and experience. Motivations for the change. Software Engineering and Machine Learning concepts. Live coding challenge applied to a real problem. How to approach complex engineering projects.
Difference betwen bias and variance, If o had an accuracy of 99 percent, and a Precision of 30 what does that mean
Asked behavioral questions, basic Machine Learning and stats questions.
ML design question involving ranking/recommendations Big data question about SQL 3 coding questions: First one is a variation on binary search. Second one is a graph traversal problem (think BFS). Last one involved implementing matrix addition and multiplication for sparse matrices.
This is just an online assessment.
Design a system to maximize CTR for Ads.
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