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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."
8,203 machine learning interview questions shared by candidates
Q: Check if a list contains elements that form a Python palindrome within a single line of code.
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discuss background and career history
Basic questions in Algo and DS
Traditional coding tasks from LeetCode
- Some very generel ML questions: Describe regression, random forrests, etc. - What is a neural network, what are its properties? - For what kind of problems would neural networks be useful, for which not? - Describe the backpropagation algorithm. - Given an image classification task with very limited data (~20 images), what are possible approaches?
Stages: Technical interview about my experience Take home task with very loose objectives. 1 week to complete. Implement an API that allows users to upload a photo, processes the photo and returns resulting photo. Discussing home task submission with the team.
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