Question related mathemical problem involed in ml and Logical question
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
Assessment: 3 parts involving coding, code review, and creating a design doc for a problem (estimate order processing time).
Screening: Questions about current projects, python, neural networks.
Questions about resume, past experiences, including in-depth technical questions relating to this.
Difference between Xgboost and LightGBM
Standard statistics questions about p-values, clustering, classification. Probability of default (PD) modeling was the main questions. Also asked about KS statistic, multicollinearity, boosted trees.
Logistic regression coding, leetcode coding, llm, ml, dl
Coding/Problem Solving (credit card use case)
Explain Model development full pipeline
Un problema de programación muy oscuro.
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