Foundations of Machine Learning and AI
This course provides a broad introduction to Statistics and Probability in Decision Modeling, machine learning and its types and Data Visualization arts. It covers supervised learning, unsupervised learning, learning theory (bias/variance tradeoffs). The course will also discuss about different applications of Artificial Intelligence (AI) and Machine Learning (ML). It covers the storytelling ability using Data Visualization. This course will also discuss about building machine learning applications with statistics and Visualization for finding better insights.