write K means clustering algorithm from scratch
Senior Machine Learning Engineer Interview Questions
615 senior machine learning engineer interview questions shared by candidates
Assessment: 3 parts involving coding, code review, and creating a design doc for a problem (estimate order processing time).
Screening: Questions about current projects, python, neural networks.
Logistic regression coding, leetcode coding, llm, ml, dl
Coding/Problem Solving (credit card use case)
A very difficult LeetCode "Medium" combining graph/tree DFS and string parsing.
ML System Design - Design a Notifications System
General C++ questions: exceptions in constructors / stack unwinding, step-by-step creation of objects (order of constructors & members initialization), virtual inheritance. Specific question - can you use 'auto_ptr' in vectors?
A project on NLP and some questions on the specification doc that you are supposed to write
Real time and near real time machine learning pipelines architeture and components.
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