What you would learn in Machine Learning and AI Foundations: Decision Trees with KNIME course?
Many experts in data science are considering using machine learning as a primary focus. The course taught by Keith McCormick covers the basics of machine learning concerning predictive analytics as well as working using a decision tree. Learn about the most popular tree algorithms and discover reverse engineering techniques to determine certain variables. Demonstrations of KNIME modeler are included. KNIME modeler are also included, so you be aware of how decision trees function. It is intended to provide the students with a solid foundation from which they can build on their advanced skills in data science.
Course Content:
- Introduction
- 1. Introducing Decision Trees
- 2. Introducing the C5.0 Algorithm
- 3. Introducing Classification Trees
- 4. Introducing Regression Trees
- Conclusion
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