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Classification of Website Shoppers
EDA and classification of visitors to a shopping website to try to predict the profile of visitors that purchases goods online.
Classification of Bank Customers
EDA and classification of bank marketing data to predict ideal customers for loan offers.
Transfer Learning
Experiment using TensorFlow and Keras to train a model via transfer learning to recognize traffic signs.
Goods Recommender in R
A Market Basket Analysis using various methods, followed by a goods recommender deployed as a Shiny App.
Reviews Text Analysis in R
An exercise is API fetching and scrapping of reviews data for hotels.