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Data Associate Interview Questions
2,710 data associate interview questions shared by candidates
How do you treat outliers ? Is clipping method used to treat outliers statistically correct ?
Explain the data preprocessing steps that you have in your projects ? Will preprocessing solve all the issues with the model that you build ?
What are types of neural networks ? What is back propagation ? ( Wanted the gradient descent process also explained with the math behind it)
How would you normalize data ?
What is your favourite machine learning algorithm?
Tell me about yourself? tell me if you are comfortable working with different location
1st round - Technical round, based on past projects and detailed explanation of algorithms used and why. Some python and sql questions. 2nd round - Online test Python, SQL and some ML and Statistics related questions 3rd round - With delivery head. Explain one project in detail and some case studies to track your train of thought. 4th round - HR round. General questions.
Difference in Linear Regression vs Logistic Regression? Explain why ReLu is better for NN? Recall Vs Precision? When to use what? How to evaluate RAG application? Questions related to MLFLOW and it’s applications?
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