Deep Learning Model For Bank Crisis Prediction

In this article, we will discuss a deep learning technique — deep neural network — that can be deployed for predicting banks’ crisis. This experiment is based on the African economic, banking and systemic crisis data where inflation, currency crisis and bank crisis of 13 African countries between 1860 to 2014 is given. By predicting through a deep learning model, we will see that this model gives a high accuracy in this task.

How To Build An AI Marketplace For The Next Decade

Any company that releases a brand new car has to wait at least for the first-quarter sales to come in before deciding on the future of production. If a new software product is launched, the number of downloads might play…

Can We Judge An ML Model Just From Weights

Any machine learning solution comes with two primary challenges — accuracy and training time. There is always a trade-off between these two. There are places where you can’t trade accuracy, such as in the case of self-driving cars. That’s why…

Does Deep Learning Work In Theory?

Behind every successful scientific implementation, there is a theory that supports the results or allows one to anticipate the consequences. In the case of machine learning, however, the situation is a bit counterintuitive. Though the number of implementations of ML…

Interview With Juergen Schmidhuber

There are close to 3.5 billion smartphone users in the world, and if you happen to be one of them, then the chances are high that Juergen Schmidhuber has already touched your life.  Be it Apple’s Siri or Amazon’s Alexa,…

How To Make Sure Your Robot Doesn’t Drop Your Wine Glass

From microelectronics to mechanics and machine learning, the modern-day robots are a marvel of multiple engineering disciplines. They use sensors, image processing and reinforcement learning algorithms to move the objects around and move around the obstacles as well. However, this…

Top 7 AI-Powered Apps To Help You Get Fit

As the world grows more fitness-conscious, the demand for tech-based solutions to satiate the appetite of this burgeoning population is sprouting as well. This has given rise to a slew of startups which are leveraging predictive analytics, artificial intelligence and…

Move Aside Superman, This AI-Based Imaging System Lets You See Hidden Objects Around Corners

Superman can see through walls, but I am not sure whether he can see things that are not in his line of vision – around the corners. But thanks to a new technology developed by a team of researchers from…

Can We Do Deep Learning Without Multiplications?

A neural network is built around simple linear equations like Y = WX + B, which contain something called as weights W. These weights get multiplied with the input X and thus plays a crucial in how the model predicts. …

Essential Optimisation Algorithm Techniques for Deep Learning

With so many sectors making use of deep learning, the driving force — algorithms have to be efficient for the neural networks to learn faster and achieve better results. Optimisation techniques become the centrepiece of deep learning algorithms when one…

More than 1,00,000 people are subscribed to our newsletter

Subscribe now to receive in-depth stories on AI & Machine Learning.