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You are creating a report for user content uploads every month and observe a sudden increase in the number of upload for the month of November. The increase in uploads is particularly in image uploads. What do you think will be the cause for this and how will you test this sudden spike?
1 502You have a bag with 6 marbles. One marble is white. You reach the bag 100 times. After taking out a marble, it is placed back in the bag. What is the probability of drawing a white marble at least once?
1 389Suppose that American Express has 1 million card members along with their transaction details. They also have 10,000 restaurants and 1000 food coupons. Suggest a method which can be used to pass the food coupons to users given that some users have already received the food coupons so far.
1 405You are given a training dataset of users that contain their demographic details, the pages on Facebook they have liked so far and results of psychology test based on their personality i.e. their openness to like FB pages or not. How will you predict the age, gender and other demographics of unseen data?
1 416Burn two ropes, one needs 60 minutes of time to burn and the other needs 30 minutes of time. How will you achieve this in 45 minutes of time ?
1 430How can you build and test a metric to compare ranked list of TV shows or Movies for two Netflix users?
1 649How do you take millions of users with 100's of transactions each, amongst 10000's of products and group the users together in a meaningful segments?
1 530
What are the limitations of current Generative AI models?
Can you describe the importance of model interpretability in Explainable AI?
How do low-power AI models work in constrained environments?
How does AI intersect with human bias and societal inequities?
Explain the difference between data bias and algorithmic bias.
What are the risks of using open-source Generative AI models?
What are the advantages of low-power AI models?
Why is it beneficial to run AI models on edge devices (IoT)?
How does human feedback improve AI models?
What methods are used to make AI decisions more transparent?
What tools or practices can help secure AI models against attacks?
Explain demographic parity and its importance in AI fairness.
Explain how AI models create realistic game physics.
How do you ensure compatibility between Generative AI models and other AI systems?
How can you optimize AI models for edge deployment?
