Generative Modeling: What is a Variational Autoencoder (VAE)?
In this guide, we discuss variational autoencoders, which combine techniques from deep learning and Bayesian machine learning, specifically variational inference.
Sentiment Analysis and Natural Language Processing (NLP) for SEC Filings
In this guide, we discuss how traders and investors can use sentiment analysis and natural language processing (NLP) for SEC filings to speed up their research process.
8 Applications of AI & Machine Learning for Trading and Investing
In this guide, we discuss 8 applications of AI and machine learning for trading and investing. This includes sentiment analysis, return estimates, and more.
An Introduction to Recurrent Neural Networks & LSTMs
A recurrent neural network (RNN) attempts to model time-based or sequence-based data. An LSTM network is a type of RNN that uses special units as well as standard units.