Design a recommender system for instagram
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."
8,221 machine learning interview questions shared by candidates
Find the shortest path between nodes in a graph.
What are you currently working on?
Screen: - one round of 90-minute coding; 4 related problems of increasing complexity - Leetcode-style interview with a person. 2 questions - palindrome, trees Full loop (each interview is ~45 mins): - AI-assisted coding. You need to understand a codebase, fix bugs, implement new functionality. You can use Claude - 2 medium Leetcode problems - behavioral. Focus on past projects, conflict resolution etc. - ML design.
Pretty standard leet code style questions
Fill a bag with books that are assigned a weight and a value. Maximize value while keeping the weight under the weight limit.
Test one of our features and suggest improvements
what is Linear regression, in word how would you calculate one. Write the formulas
In-depth about SGD, activation functions, vanishing gradient, R-CNN, Image processing techniques.
Experiência anterior, áreas de interesse, solução de problemas.
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