Introduction to Machine Learning and AI

This free online course introduces fundamental Machine Learning (ML) models and AWS Artificial Intelligence (AI) services. Students will learn to train machine learning (ML) models using RapidMiner—no prior programming experience required. Upon completion of this course, students will be able to: Understand the basic concepts and applications of machine learning models. Learn various machine learning models and their strengths and weaknesses, including: - Simple Regression - Multiple Regression - Logistic Regression - K-Nearest Neighbors - Naïve Bayes - Decision Trees - Neural Networks - Clustering - Natural Language Processing (NLP) - Applications of Artificial Intelligence