Artificial Intelligence, Machine Learning, and Deep Learning are revolutionizing the financial technology industry.
Machine Learning and Deep Learning are a growing and diverse fields of Artificial Intelligence (AI) which studies algorithms that are capable of automatically learning from data and making predictions based on data. Machine Learning and Deep Learning are two of the most exciting technological areas of AI today. Each week there are new advancements, new technologies, new applications, and new opportunities. It’s inspiring, but also overwhelming. That’s why we created this guide to help you keep pace with all these exciting developments. Whether you’re currently employed in the fintech industry, working with Produvia or just pursuing an interest in the subject, there will always be something here to inspire you!
AI Research in FinTech
In order to take advantage of exponential power of artificial intelligence, research is the first place to look. Luckily, we have done the hard work and compiled our favourite research papers as it relates to financial industry.
Predict mortgage risk based on housing prices, average incomes, and zip-code-level foreclosure rates, national-level prime and subprime mortgage rates using Deep Neural Network (DNN) (Sirignano et al. 2016)
Pratical AI In FinTech
There are many companies that are already using AI, machine learning and deep learning in their products and services. Here are some of our industry favourites.
Predict daily S&P 500 closing values based on historical S&P closing values, European and Asian/Oceanian indices using Deep Learning (Google)