Path: blob/master/Machine Learning Ensemble Methods/Machine Learning and Implementation.ipynb
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Kernel: Python 3 (ipykernel)
Machine Learning
Machine Learning is a branch of Artificial Intelligence where computers learn patterns from data and make predictions or decisions without being explicitly programmed.
Comparison Table
| Type | Purpose | Output | Example |
|---|---|---|---|
| Classification | Predict category | Class | Spam detection |
| Regression | Predict number | Value | House price |
| Clustering | Group similar data | Clusters | Customer segmentation |
| Association | Find relationships | Rules | Product recommendation |
Machine Learning Workflow
Below is the typical ML workflow:
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