Deep Learning

Deep Learning

Deep Learning

Deep learning is a subset of machine learning where models with more layers (typically artificial neural network models) can “learn” the relevant features and patterns in data given enough training samples. Deep learning has proved to be a very promising development in machine learning, used by many modern A.I. based applications (from self-driving cars to robots to complex MMOs/video games) for its ability to achieve human-like performance on a wide variety of tasks. We’ve engineered our own tools at Surya Tech Inc. for rapid development and deployment of training, testing, and validating sets for various model types, from simple artificial neural nets to convolutional nets for photos/audio to recurrent nets for language models. We’ve also built tools to rapidly scale reinforcement learning problems in the Cloud.