Chapter 6: The Economics of Artificial Intelligence

• Using Artificial Intelligence, you can create assets that appreciate in value, not depreciate, the more that these assets are used.
• "Orphaned Analytics" are one-off analytics developed to address a specific business need but are never "operationalized" or packaged for reuse across the organization.
• Deep Learning is a set of algorithms that analyze massive datasets using a multi-layered neural network structure, where each layer comprises numerous nodes, to train and learn to recognize and codify patterns, trends, and relationships buried in the data…without human intervention.
• Reinforcement Learning is a class of machine learning algorithm that seeks to "learn" by taking actions within a controlled environment with the goal to maximize rewards while minimizing costs.
• Transfer Learning is a technique whereby one neural network is first trained on one type of problem...