Machine Learning Fundamentals
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Technical Level:
Intermediate
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Machine Learning
Machine Learning is a subset of AI that enables systems to learn and improve from experience.
Types of ML
- Supervised Learning - Learning from labeled data
- Unsupervised Learning - Finding patterns in unlabeled data
- Reinforcement Learning - Learning through trial and error
Common Algorithms
- Linear Regression
- Decision Trees
- Neural Networks
- Support Vector Machines
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