popular medium to hard leetcode problems, and design a recommendation system ML design interview.
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
Given n non-negative integers representing an elevation map where the width of each bar is 1, compute how much water it can trap after raining.
Graph search questions and greedy search questions
Q: Give me an example of a project where you used data and machine learning. Q: Given a binary tree, write a function to find if this tree is a search binary tree or not. Q: Given an array, write a function that returns a samples from the array.
Anagram Substring Search
Binary search tree Dfs String Parentheses
Basic graph problem, dp problem
the same as on Leetcode
What is your favorite Meta product, and how would you improve it?
In the system design round, the question was to design a pipeline of pushing ad on a youtube like platform.
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