Design a system to detect traffic light signals.
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
Describe your favourite ML algorithm. I described SVM's operating principle.
4) What is loss function and activation function? explain this W.R.T back propagation in NN
1) Explain Decision trees, how how would a tree split numerical data.
Machine learning algorithms. Difference between bias and variance. How do you train a model from the start.
What is your favorite machine learning method? Describe it to me and explain why you like it?
The first three questions were related to myself, my experience and my background.
Describe a system you've built at previous job
basic ML and DL, SGD, ML vs DL
Research questions, basic ML questions, statistics.
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