Overview
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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.
Syllabus
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Introduction
- Welcome
- Define general intelligence
- The history of AI
- Strong vs. weak AI
- Plan AI
- Machine learning
- Artificial neural networks
- Perceptrons
- Match patterns
- Data vs. reasoning
- Unsupervised learning
- Backpropagation
- Regression
- Robotics
- Natural language processing
- The Internet of Things
- Big data
- Data science
- Pitfalls
- Next steps
