This was the major project that I worked with during my first intership, this project comes under Data Science and Machine Learning Domain.
Aim:
To predict the ratings of chocolate bars of different chocolate stores in different locations.
Description:
Performed EDA and removed nan values and outliers.
Neural Network used: ANN dense model using tensorflow.keras.model module
Optimization algorithm used: RMSprop
activation function used: relu
loss function used: mse
Normalized the non numeric categorical data using One-Hot encoding to avoid errors during training of sequential neural network model.
note: Not yet developed web application and deployed on cloud.
Dataset source: Kaggle Datasets