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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?
457You 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?
353Suppose 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.
367You 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?
377Burn 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 ?
382How can you build and test a metric to compare ranked list of TV shows or Movies for two Netflix users?
614How 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?
489
What do you understand by linear regression and logistic regression?
What was bayes’ theorem?
Why is manhattan distance not used in knn machine learning algorithm to calculate the distance between nearest neighbors?
Is gpu required for machine learning?
What is the difference between Gini Impurity and Entropy in a Decision Tree?
What are some potential applications of Quantum AI in cryptography for secure communication?
What are some potential advantages of neuromorphic computing?
An example where ensemble techniques might be useful?
What do you understand by l1 and l2 regularization methods?
Discuss decision tree algorithm?
Explain the various types of industrial robots?
What are your favorite data visualization tools?
In artificial intelligence, what do semantic analyses used for?
How 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?
Which os is good for machine learning?
