Walking through building a neural net for specific problem.
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."
8,210 machine learning interview questions shared by candidates
Design the system for text completion.
How could i deal with huge data-set?
Do you need sponsorship? Do you have a masters?
Basics of Deep Learning, activation function , some maths, optimizer , layers.
Usual LLM Things, LLM System Design
KNN, algorithm
Q: Given this company, how do you believe ML could be applied to solve some issue?
Create a web API to interact with OCR engine (sending images and getting the OCR results back via GET\POST)
Ask me several leet code-like programming questions. That wasn't so difficult but it was tricky.
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