Machine Learning and Artificial Intelligence
Introduction to Machine Learning
Machine Learning Techniques
- Focus on algorithmically discovering knowledge from datasets. Aids in deriving insights and patterns from vast data.
Expert Systems
- Comprises two main components:
- Knowledge Base: Contains a series of if/then rules.
- Inference Engine: Evaluates knowledge to draw conclusions.
"Knowledge base for data, inference engine for conclusions."
Neural Networks
- Simulates the function of the human mind.
- Uses layered calculations to solve problems.
- Requires extensive training on a problem to offer solutions.
Neural networks need significant training data to function effectively.