Customer Churn Prediction Model
A customer churn prediction model built with python, scikit-learn, pandas and numpy. Algorithms used include Random Forest, Decision Tree and XG Boost.
Medical Insurance Prediction Model
A medical insurance prediction machine learning model built with python, scikit-learn, pandas, numpy, matplotlib and random forest regressor model.
Sales Forecast Neural Network
Predict future sales by inputting certain independent variables. Built with python, pytorch, pandas and matplotlib.
Movie Recommendation System
A movie recommendation system that recommends movies to a user based on current selection. Built with pytorch, numpy, pandas and natural language toolkit.
House Price Prediction Model
A house price prediction model built with python, scikit-learn, pandas, matplotlib and random forest regressor algorithm.
Cifar 10 VTM
A machine learning vision transformation model built with pytorch and trained on Cifar10 dataset to classify animals into their respective class.
FashionMNIST Multiclassification
A multiclassification model built on Convolutional Neural Network (CNN) and trained on Fashion MNIST dataset to enable a system classify wears.
Food Classification Project
A multiclass food classification project built on Visual Geometry Group (VGG) architecture using pytorch
Breast Cancer Prediction
A breast cancer prediction model built with pytorch and scikit learn.
Text Classification
A wine review text classification system built using Long-Short Term Memory (LSTM) model on tensorflow, numpy and pandas