Understanding Machine Learning Algorithms
Machine learning algorithms are the backbone of AI systems. They are mathematical models that allow computers to learn patterns and make decisions based on data.
Popular Algorithms
- Linear Regression: A straightforward method to predict a target value based on input features.
- Decision Trees: A flowchart-like model that is useful for classification and regression tasks.
- Neural Networks: Inspired by the human brain, these are complex models used for various advanced applications.
- Support Vector Machines: Effective in high-dimensional spaces, and often used for classification.
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