resume based basic ML quiries
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."
8,202 machine learning interview questions shared by candidates
Leetcode Questions How would you design a recommendation system at Pinterest?
They questioned me about my educational background, being in mechanical engineering, not computer science.
Predict whether a customer will buy a book with features on customers and books.
String based search problem. (Easy difficulty on leetcode, direct)
Runtime complexity of naive matrix multiplications, name a sorted data structure that remains sorted when adding data.
Hiring manager posed real problems they had: https://www.coursehero.com/blog/edtech-machine-learning/ as interview questions. I wasn't aware of this article until I saw this later after the interview.
We upload an algorithm and the algorithm is not fast enough. What should you do as a Machine Learning Engineer?
How do you think about research? (I think this was one of them, or something to this flavor?)
leet code and somr hard ware questions.
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