We want to test your ability to research and solve a problem.
Steps:
- Import sales_data_sample.csv into panda and create a dataframe
- Make a flask api that we can ask natural language question and we can give back a human answer based on the data in your dataframe. You decide which algorithm you would you and explain why.
For example: What is my top earning sale item?
Which city has my best sales?
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I want you to make a simple filtering flask api that given an order, you can tell if customer is male or female. So pass in the order id and get gender back.
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I want you to make a simple recommendation engine where user can pass in a month to the flask api and get back a recommendation for a trend happening or anomaly in that month.