Transformers in detail Neural networks basic ML Infra: Async, FastAPI, Deployment
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
Typical CS, Software Engineering best practices, Big Data and Machine Learning problems, good amount of whiteboarding, discussions of prior projects and lot of other industry standard questions.
How to deal with imbalanced data
ML related skills and tools
- Present yourself - Do you have any relevant project to present us ?
Give state of the art examples
Have you ever worked in a remote position/team/company before?
basic python sorting questions only
behavioral questions, your experience, study background, skills, etc
- Reinforcement Learning - Unbalanced datasets - Overfitting - Transformers - Design patterns - Quiz logico
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