machine learning knowledge, code. leetcode, AUC definition, method on dealing with long tailed data
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
Final round: Resume deep dive, implement attention (transformer), leetcode medium.
1. Describe attention mechanism 2. Max length of subarray with positive product (LC medium)
Transformer/ attention mechanism questions, Deep neural networks, combination of words in a wordlist
Leetcode 316 Remove Duplicate Letters
Graph traversal AI coding question
String searches and involved island searches.
Leetcode Easy to Medium Questions
Implement backprop for two layer mlp.
A leetcode problem with medium difficulties.
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