Machine Learning and AI Foundations
Decision Trees
Digital Transformation for Tech Leaders,
Many data science specialists are looking to pivot toward focusing on machine learning. This course covers the essentials of machine learning, including predictive analytics and working with decision trees. Explore several popular tree algorithms and learn how to use reverse engineering to identify specific variables. Demonstrations of using the IBM SPSS Modeler are included so you can understand how decisions trees work. This course is designed to give you a solid foundation on which to build more advanced data science skills.
Contents:
- Introduction
- 1. Decision Trees in IBM SPSS Modeler
- 2. Understanding CHAID
- 3. Understanding C&RT
- 4. Improving Your Model
- Conclusion
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| Rating | Not enough ratings |
|---|---|
| Length | 1h 16m |
| Starts | On Demand (Start anytime) |
| Cost | $29/month (Access to entire library- free trial available) |
| From | LinkedIn Learning |
| Instructor | Keith McCormick |
| Download Videos | Only via the LinkedIn Learning mobile app |
| Language | English |
| Subjects | Programming Data Science |
| Tags | Machine Learning Data Modeling IBM SPSS |
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| Rating | Not enough ratings |
|---|---|
| Length | 1h 16m |
| Starts | On Demand (Start anytime) |
| Cost | $29/month (Access to entire library- free trial available) |
| From | LinkedIn Learning |
| Instructor | Keith McCormick |
| Download Videos | Only via the LinkedIn Learning mobile app |
| Language | English |
| Subjects | Programming Data Science |
| Tags | Machine Learning Data Modeling IBM SPSS |
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