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