Foundations of Artificial Intelligence and Machine Learning (AI/ML)

Artificial Intelligence (AI) and Machine Learning (ML) enable businesses to automate repetitive tasks, improve operational efficiency, predict market trends, identify risks, and use data to make decisions. This course teaches managers and technical professionals how AI and Machine Learning tools and strategies work, so they can make decisions about how to use them. Gain an understanding of machine learning fundamentals, including supervised and unsupervised learning, classification and regression, dimensionality reduction, and clustering algorithms. Learn about data acquisition, data preprocessing and labeling, dataset sizing, machine learning models, and optimization criteria.