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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."

8,221 machine learning interview questions shared by candidates

System type questions: - Module variable scope vs. function variable scope. Defined a variable in the module, and then defined a variable with the same name in a function, and asked what value would be seen in or outside of the function. = How does Python deal with integer precision? - How to determine the precision of a float in Python? Eg. 32 vs 64 bit? (Hint take diff and see how the diff is rounded)

Machine Learning Infrastructure Engineer

Interviewed at Telsa

3.8★
Oct 13, 2021

System type questions: - Module variable scope vs. function variable scope. Defined a variable in the module, and then defined a variable with the same name in a function, and asked what value would be seen in or outside of the function. = How does Python deal with integer precision? - How to determine the precision of a float in Python? Eg. 32 vs 64 bit? (Hint take diff and see how the diff is rounded)

Q1: Remove repeated elements from list Q2: Given two dictionaries, output a third dictionary based using the keys/values from D1/D2 based on some conditions Q3: Order a set of ordered pairs based on first number in pair: {(7,9) , (1,3), (3,6) } ---> { (1,3) , (3,6), (7,9) }

Machine Learning Engineer

Interviewed at CoVar

4.5★
Jan 23, 2025

Q1: Remove repeated elements from list Q2: Given two dictionaries, output a third dictionary based using the keys/values from D1/D2 based on some conditions Q3: Order a set of ordered pairs based on first number in pair: {(7,9) , (1,3), (3,6) } ---> { (1,3) , (3,6), (7,9) }

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