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Describe the data analysis process.
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Suppose 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.
What is supervised learning?
Describe the various steps involved while carrying out an analytical project?
What are interpolation and extrapolation?
What are the drawbacks of the linear model?
Name various types of deep learning frameworks
List the differences between supervised and unsupervised learning.
What are requirements for clustering?
What is advantage of using apply family of functions in r? How do you use lambda in python?
Can you explain data preparation?
What is selection bias?
Can you explain the difference between a validation set and a test set?
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