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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?
401You 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?
313Suppose 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.
332You 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?
337Burn 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 ?
338How can you build and test a metric to compare ranked list of TV shows or Movies for two Netflix users?
566How 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?
430
Define data discretization?
Describe some assumptions considered important for linear regression?
How does AI improve surgical outcomes?
What is a neural network and what are some advantages and disadvantages of such a network?
What is a pooling layer?
What are the similarities & difference between machine learning and human learning?
What is the central limit theorem?
Case Study based questions - Cars are implanted with speed tracker so that the insurance companies can track about our driving state. Based on this new scheme what kind of business questions can be answered?
Define linear regression?
How can explainability improve decision-making in high-stakes AI applications?
What are the Softmax and ReLU functions?
In hmm’s, what are the possible values of the variable?
Can you discuss the impact of AI on algorithmic trading?
What is hallucination in LLMs, and how can it be controlled?
Explain how do you think google is training data for self-driving cars?
