About this course
Learn the key concepts behind artificial intelligence (AI), including strong and weak AI, approaches such as machine learning, and practical uses for new AI-enhanced technologies.
Welcome
1m 58sDefine general intelligence
4m 47sThe history of AI
4m 26sStrong vs. weak AI
4m 53sPlan AI
4m 57sMachine learning
4m 58sArtificial neural networks
4m 26sPerceptrons
5m 17sMatch patterns
4m 54sData vs. reasoning
4m 33sUnsupervised learning
4m 38sBackpropagation
4m 22sRegression
4m 51sRobotics
4m 52sNatural language processing
4m 40sThe Internet of Things
4m 9sBig data
4m 22sData science
4m 39sGenerative AI
3m 8sFoundation models
3m 12sSelf-supervised learning
3m 2sPitfalls
4m 39sNext steps
1m 6s