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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."
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1. Code Autocomplete feature 2. Find a unique character from the list of strings
I was grilled on very nitty-gritty details in DS and ML, starting right from PCA to minute aspects of ML algorithms and it's peripherals in 1st round. In 2nd round no technical questions asked, except the manager said they want someone with 3 - 5 yrs of exp in ML/AI. Total waste of time! -_-
describe in detail an ML algorithm of your choice
k-means vs knn, naive bayes, GANs, basics about NLP, ...
1. Active Learning 2. Deep Neural Network Architectures 3. Temporal analysis 4. Trajectory, path planning. 5. Other basic machine learning question
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