Python code for a binary tree. Python code for Neural Network. and other codes, I was interviewed for long time with some technical questions.
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."
8,195 machine learning interview questions shared by candidates
Tree traversal and SQL Questions
how is XG boost different from Gradient boosting algorithm?
1. Introduce yourself 2. Why Arm? 3. Python question, look at a piece of code, tell us what is wrong about it 4. Python question, where you actually have to code something 5. Tensorflow question, look at a piece of code, tell us what is wrong about it 6. Do you have anything you would like to add, final thoughts, questions
What metrics would you use for a ranking algorithm
Talk about the Bias-variance trade-off
How would you build a recommender system for the Expedia webpage
Standard Data Structure algorithm questions
gradient descent
When you have a conflict with your colleagues.
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