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Y2 - Information and Data Management

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Lectures

Week 4

Universiteit van Amsterdam · Business Administration

Y2 - Information and Data Management

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  1. Lecture 1: Information & Data Management
  2. Knowledge Discovery Process
  3. Text Analysis
  4. Statistics, Machine Learning and Data Mining
  5. Major Application Areas for Data Mining Solutions
  6. Types of Machine Learning
  7. Estimation Methodologies for Classification
  8. Knowledge Discovery Process flow, according to CRISP-DM
  9. How does Data Mining/ Machine Learning(ML) work?
  10. Data Mining Tasks: Classification
  11. Accuracy of Classification Models
  12. Decision Tree Classification Task

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Y2 - Information and Data Management