Machine Learning and AI Foundations: Decision Trees

LinkedIn Learning’s “Machine Learning and AI Foundations: Decision Trees with KNIME” is an online course that provides essential knowledge for understanding and working with decision trees in the context of machine learning. Led by instructor Keith McCormick, this course covers the following key aspects:

1. Decision Trees Essentials:
   • Explore the fundamentals of decision trees, including their transparency and availability across platforms.
   • Understand how decision trees serve as a foundational concept for more advanced techniques like Random Forests and XGBoost.
2. KNIME Analytics Platform:
   • Learn how to use the KNIME Analytics Platform to create and analyze decision trees.
   • Gain practical insights through demonstrations that showcase real-world scenarios.
3. Sharable Certificate:
   • Upon completion, you’ll receive a certificate that you can share on your LinkedIn profile or other professional platforms.

Decision trees play a crucial role in predictive analytics, and this course equips you with the skills needed to work with them effectively. Whether you’re a data scientist or aspiring to pivot into machine learning, this course provides a solid foundation for your learning journey.