Artificial Intelligence, Machine Learning and Deep Learning

Artificial Intelligence, Machine Learning and Deep Learning

Proof Point

Deep learning accelerating AI development, made possible by explosion of data and exponential computing advancements

Artificial Intelligence, Machine Learning and Deep Learning

Proof Point Findings

  • Artificial Intelligence – Machine ability to understand, learn and act on information and events designed to augment, provide assistance to or perform tasks independently from humans
  • Machine Learning – Use of algorithms (e.g. Decision Tree, Regression, K-means, and Markov Decision Process) to parse, learn and develop insights or predictions from data, which can be categorized as supervised, unsupervised, or reinforced learning
  • Deep Learning – Subset of machine learning which uses artificial neural networks, allowing system to learn on its own using large volume of data
  • Advanced Computing and Big Data – Accelerating processing power, GPU computing and continuous explosion of data and information enabling deep learning and rapid advancements of AI applications

Accelerator

Sector

Cross-sector

Source

Date Last Updated

December 21, 2017

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