General Behavioral questions, Signed NDA
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."
8,210 machine learning interview questions shared by candidates
Typical Meta coding interview, with problems involving data structures and algorithms. I had to solve 2 problems in 40 minutes without compiling/running the code.
Design a data structure that supports insert, delete, search and get random in constant time.
1) Get the highest k numbers in terms of their frequency. ===> Optimal solution is Quickselect I think 2) Find any local minimum in a given array. ===> Binary search 3) Stack problem
Do you have any questions about the team?
Dived really deep into my experience to identify overlap with the tools and technologies being used at Ground News.
ML model design was about how to extract text from images. Specifically semi-structured text like street signs or licenseplates from random photos.
Cannot disclose specifics but expect a variety of interview formats such as algo, system design, and machine learning case study.
Classical linear regression model assumptions
The interview may include a mix of behavioral and technical questions that will focus on your past experiences.
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