In-class Notes

• will be using ml5.js in this class

Artificial Intelligence - 1950s

• to get computer systems to perform tasks that require human intelligence
• general AI vs narrow AI
• general AI: machines that can do all tasks (have all our senses)
• narrow AI: can only do a few defined things as well or better than humans
• AI doesn’t have to be robot, it can be a software

Machine Learning - 1980s

• a subset of AI
• gives computers the ability to learn to do task without being explicitly told what to do
• computer program that can learn from experience
• based on experience it will try to perform the task
• it is programming with examples, not instructions

Deep Learning - 2010s

• part of machine learning
• it solves the problems to improve accuracy
• machine learning + a lot of data + powerful GPU
• multilayer structure