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What are some common evaluation metrics for classification and regression problems?
Why do we convert categorical variables into factor? Which function is used in r to perform the same?
Explain the term binomial probability formula?
Explain data normalization.
Why instance based learning algorithm sometimes referred as Lazy learning?
Explain survivorship bias?
What is the significance of fairness in AI, and how do you define it?
What is vanishing gradient?
What do you know about artificial intelligence? Give an example where ai is used in our regular lives?
Estimate the probability of a disease in a particular city given that the probability of the disease on a national level is low.
What are the limitations of current Generative AI models?
You are given two tables- friend_request and request_accepted. Friend_request contains requester_id, time and sent_to_id and request_accepted table contains time, acceptor_id and requestor_id. How will you determine the overall acceptance rate of requests?
What do you understand by linear regression and logistic regression?
What approach will you follow to develop the love,like, sad feature on Facebook?
Where was artificial intelligence invented?
