| Course Name | Introduction to ML – Decision trees, Clustering, Regression |
| Course Code | 24AIM131 |
| Program | B.Tech. in Artificial Intelligence (AI) and Data Science (Medical Engineering) |
| Semester | I |
| Credits | 4 |
| Campus | Coimbatore |
What is data mining? Examples of data mining
Input: concepts, instances, attributes
Different types of attributes
Output: Knowledge representation
Decision Trees, Regression, clustering.
Mathematics behind Decision trees
Regression – Formulation -Solution in Excel
Classification- formulation as regression- solution in Excel
Training, testing, cross-validation
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