1 sql, 1 pandas, 1 git, and the rest are mcq questions. These includes Stats, Data Structures, Pandas Lambda, and Data Science questions.
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."
8,202 machine learning interview questions shared by candidates
Questions related to large-scale model training and some questions regarding my work
Technical take home assignment, SQL and Pyspark coding questions, presentation, product discussions.
A variant of Valid parentheses Leetcode medium
Systems design question about search engines
How would you handle tracking different colour balls in a cricket setting? (1 colour may be harder, and may have less data)
Compare advantages/disadvantages of CNNs vs Transformers
Basic data science questions for the most part, something like what is p-value, what is overfitting, cross-validation etc.
Round1: from uniform distribution number generator to normal distribution numbers Round2: white-board decision tree Round3: painting colors for a random shape in an image + behavior questions
No particular difficult question.
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