Explain cross-validation for machine learning
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
How do you perform masking in Tensorflow API?
First coding question was literally FizzBuzz.
Experience in C++11/14, what features of the language do you use? Code matrix multiplication optimized for memory access? Optimisation of convolutions in neural networks (no code required, only explain principle)
Why are you leaving the current company?
How would you explain batch normalization?
YOLO(based on my resume), python basics , ML basic concepts , kutosis,lasso , matrix related questions ,etc
Discuss the steps of implementing an end-to-end ML pipeline.
Loss function for Decison trees
Hands-on on coding in java (they were very particular about coding in java, no other language), Leetcode Based Coding. Abstract Machine Learning Problems, Variance Bias Decomposition, Boosting, Naive Bayes and other machine learning algorithms and projects
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