Thomas Nagunwa's repositories
Customer-Segmentation-Using-Cohort-RFM-and-Clustering-Analyses
This project implements cohort, RFM and Clustering based analyses to identify various customer segments of a retail business for developing group specific marketing strategies based on customer purchasing behaviours.
Flower-Type-Image-Classification-with-Transfer-Learning
This project evaluates and compares the prediction performances of various state of art pre-trained image classification models in classifying 5 types of flowers.
Forecasting-Industrial-Production-of-Electric-and-Gas-Utilities
This project builds a time series model that forecasts a 3-year industrial production of electic and gas utilities in US.
Prediction-of-Cancer-Death-Rate
This project implements an ML regression model for predicting cancer death rate in US.
Prediction-of-Phishing-Webpages
This project develops an ML binary classification model to predict phishing webpages.
Sentiment-Analysis-of-Food-Reviews-Using-Custom-ML-and-Transfer-Learning
This project evaluates and compares the sentiment prediction performances of various supervised machine learning algorithms and an unsupervised pre-trained transformer model.