The Masters Series – Deep Learning Uncovered
With Dr. Kevin McGuinness
Recent developments in machine learning approaches, collectively referred to as deep learning, are responsible for the large performance gains made in the last decade in tasks such as voice recognition, image and video classification, and forecasting. Deep learning refers to a set of generative machine learning techniques that autonomously generate high-level representations from raw data sources, and using these representations perform machine learning tasks such as classification, regression, clustering, and content generation. Deep learning techniques work especially well with unstructured data sources such as images, text, or time series.
Through real world examples, discussions, and live code demonstrations this one-day workshop, designed for analytics professionals, introduces the most important deep learning techniques for supervised and unsupervised machine learning tasks.