Malashca Fernandes's repositories
heart-disease-prediction
The project aims to create a machine learning model to predict the risk of heart disease, aiding in early identification and risk assessment for preventive medicine
aws-banker-chatbot
The project developed a sophisticated banking chatbot using Amazon Lex, focusing on providing a seamless user experience through various features and integrations.
aws-quicksight
Amazon QuickSight to visualize Netflix data and trends.
breastcancermodel
Neural Network using PyTorch - breast cancer prediction
dl-digits-recognition
This project focuses on building and training a deep-learning model to recognize handwritten digits using the MNIST dataset.
drama-ratings-analysis
The projects aims to predicts the popularity of the drama by the weekday slots
gan-handwritten-digits
The project demonstrates how a DCGAN can generate synthetic handwritten digits resembling the MNIST dataset, using the generator to produce images and the discriminator to differentiate between real and generated ones, providing an educational tool for understanding GAN mechanics, convolutional layers, and deep-learning concepts.
predict-sentiment-movie-model
The project demonstrates how to build a sentiment analysis model using the IMDB movie reviews dataset, including data preprocessing, neural network construction, and model evaluation.
qlik-sense-superstore-analysis
The creation of an interactive Qlik Sense dashboard to analyze sales performance data for a retail "Superstore".
text-gen-lstm
The project demonstrates how to build an LSTM network to generate text based on the patterns learned from "Alice in Wonderland."