What are some common modeling algorithms in machine learning?
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What are some common modeling algorithms in machine learning?
Some common modeling algorithms include linear regression, decision trees, support vector machines, and neural networks.
Can you explain how linear regression works?
Linear regression models the relationship between a dependent variable and one or more independent variables by fitting a linear equation.
What are decision trees used for?
Decision trees are used for classification and regression tasks, providing a visual representation of decisions and their possible consequences.
How do I choose the right algorithm for my data?
Choosing the right algorithm depends on the data type, the problem you're solving, and the desired outcome. Experimentation is key!
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