Anytime you wish to predict the transient state(s) of something or someone constantly monitored by sensors, time series classifications are the right tool. This article will explain some basic concepts of using deep learning models for TSC and finish with a brief discussion of ways to improve the performance to save on cost and speed.
Gameplay data are a trove of information about how athletes are acting and reacting in real situations, and there are real benefits to be gained by mining this information at every level, from the athlete to the entire team. In the modern age, the team that can measure and understand itself through its own data will have the competitive edge.
Root cause and diagnostic analytics is a great approach for identifying computer failures.
Applying predictive AI services to identify the factors behind dreaded Blue Screen of Death.
Optimizing how airplanes take off is a perfect use case for fusing IoT and predictive analytics.
We examine how to apply ML & AI for the IoT use case of mining for aircraft performance insights.
The Energy industry holds multiple predictive analytics and data science opportunities. One large utility hired a management consulting firm to study their data process. The management consultants identified over $300 Million of value by utilizing the data this utility had already collected over many years.
Manufacturing companies have a large opportunity to apply data science techniques like AI & ML to optimize their business processes.