Introduction to Machine Learning

Machine learning is the science that gives computers the ability to learn. Machine learning algorithms can learn from existing data and predict on future data. Machine learning techniques have been already applied to many areas including as self-driving vehicles, face recognition, speech recognition, and medical diagnosis. This course will provide the basic concepts and algorithms of machine learning and how to implement them. You will learn about linear & logistic regression, bias & variance, supervised learning such as support vector machines, kernels, and neural networks, and unsupervised learning such as clustering, dimensionality reduction, and deep learning.