A module to introduce the mathematical foundations for data science.
The topics covered include calculus for data science, linear algebra for data science and data science for business and marketing.
The concepts and methods presented form the knowledge and skills needed to develop solutions in machine learning and artificial intelligence.
The notes and presentations are provided to convey the theory and references to texts.
The module provides example Matlab programs and graphical presentation of methods and concepts.
The topics covered include calculus for data science, linear algebra for data science and data science for business and marketing.
The concepts and methods presented form the knowledge and skills needed to develop solutions in machine learning and artificial intelligence.
The notes and presentations are provided to convey the theory and references to texts.
The module provides example Matlab programs and graphical presentation of methods and concepts.
- Lecturer: K.P.C. GUNARATHNE
- Lecturer: T.D. Liyanagama
- Course Director: Dr. Himendra Balalle