This repository includes some of my most recent school projects that I have saved and completed.
Project 1: I was tasked with scraping real-time stock data (ticker symbol, open price, closing price, high, low, volume, etc.) from Alpha Vantage API and inserting that data into a relational database. This project includes three files: 1.)DBInsert 2.)GetCSVData 3.)GetJSONData
Project 2: This project was focused on utlizing recurrent neural networks for text/speech prediction. Here, I use the Pulp Fiction script to train my model to learn how to predict words and characters. This project includes one file: 1.)Recurrent_Neural_Networks
Project 3: This project was focused on creating and optimizing an autoencoder to encode and decode images of clothing apparel. The fashion_mnist dataset was used for training. This project includes one file: 1.)Autoencoders
Project 4: This project was focused on getting hands-on experience with different transfer learning methods. Two methods are used: Feature extraction, and removing and replacing the last layer of the network. This project includes one file: 1.)Transfer_Learning