Basics of Machine Learning- Solve real-world problems
The Basics of Machine Learning course designed to introduce students to machine learning.
We define the foundational concepts of machine learning, including the algorithmic perspectives on this topic, and explore some of its everyday applications.
Machine learning is a method of Artificial Intelligence that enables computers to learn without being explicitly programmed.
It is a statistical pattern learning and data mining, which is the process of discovering structure in large data sets involving methods.
The Basics of Machine Learning introduces key concepts, algorithms, and applications of modern machine learning.
After a quick refresher on linear algebra and statistics, we’ll survey numeric and symbolic regression, support vector machines.