What is the most challenging project you have worked on? Print the content in a string in order based on the occurrence and alphabets.
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
Coding 2 rounds of 1 hour each LC medium & hard
Common competitive programming problem plus basic machine learning questions
How to design and implement object tracking system
Implement k-means, some logistic regression optimisation, some leetcode medium-hard questions.
BFS and DFS related hard question
"What is a convolutional neural network?" (to a senior machine learning practitioner)
Started with an easy probability puzzle (ants in a triangle) Computer Vision - 1. Design a basic edge detection filter 2. Explain the whole SIFT pipeline. 3. How is SIFT made rotation invariant 4. Is HOG rotationally invariant Machine Learning - 1. Random Forest 2. XGBoost 3. ANNs 4. CNNs Focus is on fundamentals.
Explain what is ROC and how it is applied in classification tasks?
tell me a little bit about yourself, what you're doing and what you want to do can you tell me like have you been doing any nlps or related stuff?
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