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What is data science with example?
How does privacy protection vary between industries using AI?
Differentiate between type I and type ii error?
How can data pipelines be adapted for LLM applications?
Which developer tools and frameworks are most commonly used with LLMs?
Explain difficulties in nlu?
What is the difference between kmeans clustering and hierarchical clustering?
You are at a Casino. You have two dices to play with. You win $10 every time you roll a 5. If you play till you win and then stop, what is the expected pay-out?
Explain the differences between univariate, bivariate and multivariate analysis?
Why data cleansing is important in data analysis?
What are disadvantages uniform cost search algorithm?
What is differential privacy, and how does it work?
A lot of questions were asked on sorting for eg. Best algorithm on the basis of number of swaps, number of comparisons etc.
What is systematic sampling?
Explain me what cross-validation technique would you use on a time series dataset?
