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Prakhar Kumar  • Peerlist

Classify the reviews as positive(good) or negative(bad) based on the title and description of the reviews.

Amazon Fine Food Reviews

The goal was to come up with a solution for the given questions:

1. Can we categorize the customers in a particular segment based on their buying patterns? (Customer Segmentation)

2. Can we predict which kind of items they will buy in future based on their segmentation? (Prediction)

Customer Analytics

Given an audio sample predict to which genre does this music belong (blues etc.)

Music Genre Classification

Predict the emotion of a person based on facial features extracted using CNN.

Real Time emotion Detection

Given a comment made by the user, predict the toxicity of that comment.

Toxic Comments Classification

Time series prediction problem :-> 
Given the number of pickups in different regions of New York city predict the expected number of pickups in the next 10 minutes so that the taxi drivers can drive to the location where there are more number of passengers.