Predictive Analytics

The Journey of an Alternative Data Signal

“The Journey of an Alternative Data Signal” Webinar by Lucena Research

  The AI and big data revolution have energized the financial market in ways not seen since the introduction of electronic trading in the 1980’s. The concept behind deep learning is surprisingly easy to understand. Through thousands of iterations of trial and error,...
Using Machine Learning to Convert Unstructured to Structured data

Using Machine Learning to Convert Unstructured to Structured Data

Using Machine Learning to Convert Unstructured To Structured Data     One of the alternative data partners we have been working with in the past two years is Prattle Analytics. Prattle applies natural language processing on central banks’ communications in order to...
convolutional neural networks

Timeseries Convolutional

Erez Katz, CEO and Co-founder of Lucena Research   How A Deep Neural Net Model Predicts An Outcome   First step: Recognition   Deep neural networks are able to classify complex relationships between characteristics of an image and its corresponding classification....
neural networks to forecast stock prices

How To Use Deep Neural Networks To Forecast Stock Prices

Erez Katz, CEO and Co-founder of Lucena Research In the past decade, the most successful implementations in deep neural networks (deep learning) centered around image processing. Handwriting recognition, natural language processing, speech recognition, and computer...