IoT (internet of things) - The multiple networks of devices or tech platforms ("things") that
communicate with each other via wireless protocols and without direct human interaction (ex: smart
home devices like programmable thermostats)
neural networks - AI algorithms that recognize underlying r...
IDSC 3001 - WEEK 12 - EMERGING
TECHNOLOGIES
IoT (internet of things) - The multiple networks of devices or tech platforms ("things") that
communicate with each other via wireless protocols and without direct human interaction (ex: smart
home devices like programmable thermostats)
neural networks - AI algorithms that recognize underlying relationships in a set of data through a
process that mimics the way the human brain operations (biological neural networks)
disruptive technologies - Technologies that create market shocks and catalyze growth (aka
disruptive innovation)
-
2 characteristics that make them threatening
why disruptive technologies are threatening - (1) they come to market with a set of performance
attributes that existing customers don't value
(2) over time the performance attributes improve to the point where they invade established markets
artificial intelligence (AI) - Computer software that can mimic or improve upon functions that
would otherwise require human intelligence
-
General
Narrow
-
3 qualities
3 qualities of AI - intentionality
, intelligence
adaptability
intentionality - quality of AI
-
Systems are programmed to make decisions from historical or real-time data or both
intelligence - quality of AI
-
Often incorporate machine learning, deep learning, and data analytics that enable intelligent decision
making (not human intelligence!)
adaptability - quality of AI
-
Systems learn from real-time data and can refine their decision making capabilities to improve an
outcome
machine learning - subset of AI
-
Software that contains the ability to learn or improve through experience without being explicitly
programmed
Algorithms that find patterns in data
-
Supervised
Unsupervised
supervised machine learning - type of machine learning
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