Machine learning and data analysis are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and practically implemented. ...
This course is intended for students who want to understand modern large-scale data analysis systems and database systems. It covers a wide range of topics and technologies, and will prepare students to be able to build such systems as well as read and und ...
The course will cover the state-of-the-art techniques and principles for designing single node scalable systems software. The course will cover lectures, paper discussion, and a semester-long project focusing on scalability. ...