What kind of business application do you see this method working for?
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
Take home project (which I think for senior+ roles is inappropriate; ask me to share work I've put into production, there's plenty of it).
Why do backpropagation instead of calculating gradients numerically?
Short coding question
for example which of the following is the correct function signature for this function
How did you find the difficulty level of the machine learning concepts in your experience, and which areas did you find most challenging or engaging?
Python Pandas live coding walkthrough in Jupyter notebook.
Given a random generator function that return 0 or 1 with equal probability, create another random function that will return any value between [0,6] with equal probability
Describe the bayesian classifier
Coding question: Given a 2d grid map of '1's (land) and '0's (water), count the number of islands. An island is surrounded by water and is formed by connecting adjacent lands horizontally or vertically. You may assume all four edges of the grid are all surrounded by water
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