Marcelo Mendonca's Projects
Artificial Intelligence Nanodegree program from Udacity. This project uses Python script to generate and solve Sudoku puzzles.
Asteroids project is part of Udacity's "How to Use Git and GitHub" course. Created this repo to practice the concepts.
The intention of this project is to create a machine learning model to predict the performance of email marketing campaigns. This is the final coursework of the course "Data Science for Digital Marketing" from Southampton Data Science Academy.
In this project, I used GANs (generative adversarial networks) to generate new images of faces.
In this project, I classified images from the CIFAR-10 dataset. The dataset consists of airplanes, dogs, cats, and other objects. The dataset is preprocessed, then a convolutional neural network is trained on all the samples. I normalized the images, one-hot encoded the labels, built a convolutional layer, max pool layer, and fully connected layer. At then end, I present their predictions on the sample images.
In this project, I take a peek into the realm of neural network machine translation. I trained a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French.
Udacity Deep Learning Nanodegree Program - Project 1: Building a neural network to predict bike sharing rides.
📷 Instagram Bot - Like/Comment/Follow Automation Script
💡 My personal artificial intelligence and machine learning projects portfolio.
💡 My personal artificial intelligence and machine learning projects portfolio.
This repository is part of Udacity's Git & GitHub course.
In this project, I generated Simpsons TV scripts using RNNs. I used part of the Simpsons dataset of scripts from 27 seasons. The Neural Network generates a new TV script for a scene at Moe's Tavern.
An API for sending and receiving messages over web.whatsapp [Working as of 18th May 2018]
A Instagram bot controlled by WhatsApp.