Stepping into Data Science - Predictive Analytics

Stepping into Data Science - Predictive Analytics

PASS Data Community Summit via YouTube Direct link

Categorization - Machine Learning Techniques

9 of 14

9 of 14

Categorization - Machine Learning Techniques

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Classroom Contents

Stepping into Data Science - Predictive Analytics

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  1. 1 Intro
  2. 2 Technical Assistance
  3. 3 Agenda
  4. 4 What is Data Science?
  5. 5 What questions Data Science can answer?
  6. 6 Three essential skills of data scientists
  7. 7 Categorization - Way of conducting the learning
  8. 8 Supervised Model
  9. 9 Categorization - Machine Learning Techniques
  10. 10 Simplified Machine Learning Process
  11. 11 Classification
  12. 12 German Credit Data
  13. 13 Transform Categorical variables to Binary Dummy Variables
  14. 14 Rescale Numeric Values

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