Go through a machine learning model you are familiar with
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."
8,208 machine learning interview questions shared by candidates
What are some clustering algorithms and how do they work?
What is the difference between supervised and unsupervised learning?
leetcode test is dp problem
Bias variance trade-off, then leetcode style question
For the coding part, I was required to solve a LeetCode medium and implement a machine learning evaluation algorithm from scratch in 25 minutes.
BFS / DFS traversal, moderate difficulty
Binary Search, Array Manipulation Talked about Overfitting and how can you prevent it
Specific question based on your resume. For instance, how did you tune the model to improve the performance.
Describe the difference between L1 regulariser and L2 regulariser
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