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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?
334Burn 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?
565How 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
What is symbolic machine learning?
In speech recognition what kind of signal is used?
How do you deal with ambiguity in requirements when developing AI applications?
What kind of problems does regularization solve?
A simple explanation of one hot representation to lower dimension conversion?
How to send information from the robot sensors to the robot controllers?
What is the difference between Type 1 and Type 2 errors?
Explain systematic sampling?
Why is dimensional reduction performed before fitting a support vector machine (svm)?
What are the privacy implications of using large datasets for Generative AI?
What is smoothing?
What is Edge AI?
What do you mean by regression in machine learning?
Does 1080ti have tensor cores?
What do you understand by Linear Regression in R?
