API Implementation, ML system implementation from scratch.
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."
8,208 machine learning interview questions shared by candidates
tell me about one of your projects
Implement convolution operation from scratch in python
What kind of job are you looking for
Why are you leaving the current company?
dimensionality reduction
Research questions, basic ML questions, statistics.
The test was 4 hours long and was composed of 3 parts. Maths and Logic, Algorithms and Data structures, and a Machine learning task. The maths and logic asked fairly straight questions, algos part was a bit tricky since it focused on efficiency and execution speed. So, getting the right solution was not enough. It had to be the best in terms of O complexity. The ML task took the most time. It was also quite straightforward and somewhat entertaining but you really have to brush up on your text feature engineering skills.
YOLO(based on my resume), python basics , ML basic concepts , kutosis,lasso , matrix related questions ,etc
Discuss the steps of implementing an end-to-end ML pipeline.
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