In this course, you will learn :
- Classification will be introduced while working through the application of kNN to self-driving vehicle road sign recognition.
- introduce the fundamentals of Bayesian methods while investigating how to apply these techniques to iPhone-like destination recommendations
- an overview of the technique with examples of how to apply it to fundraising data
- Classification trees make decisions using flowchart-like structures.
- k-Nearest Neighbors (kNN)
- Naive Bayes
- Logistic Regression
- Classification Trees