Enterprise AI For Dummies

Index

A

• academic research, 272–273
• ACLU (American Civil Liberties Union), 58
• Actelion Pharmaceuticals, 92
• adaptive customization, 229
• Advanced Research Projects Agency, 101
• adversarial images, 310–311
• AFAs (alternative fee arrangements), 175
• AGI (artificial general intelligence), 3
• AI (artificial intelligence)
  • accelerating product development and delivery, 14
  • accessibility of data, 302
  • augmented analytics, 293
  • bias, 302–305
  • black box neural networks, 307–311
  • black swan events, 300–301
  • centers of excellence, 291
  • chatbots, 294
  • cross-functional teams, 291
  • data ambiguity, 306–307
  • data mining, 20–22
  • data privacy, 292
  • deep learning, 26–27
  • defined, 10–11, 27
  • enabling technology, 14–18
  • ethics, 294
  • globalization and, 13
  • improving transparency, 292
  • increased use by industries, 290–291
  • intelligent text mining, 293
  • Law of Unintended Consequences, 311–312
  • machine learning, 22–24
  • mass customization, 14
  • origin of term, 9
  • pattern matching versus understanding, 299–300
  • predictive analysis, 25–26
  • problem framing, 305–306
  • research and development, 291
  • semantic networks and symbolic reasoning, 19–20
  • sentiment analysis, 27
  • smart cities, 294–295
  • text mining, 21–22
• AI-powered analytics (cognitive computing), 12–13
• AI-powered operations model (AIOps), 281–282
• airline industry, 158–159, 161, 164
• alarm saturation, security, 259
• Alexa, 31, 267
• algorithms. See also machine learning
  • Bayesian networks, 15
  • classical optimization, 16
  • defined, 10
  • evolutionary algorithms, 16
  • finance industry, 145
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