THIS COURSE EXPLAINS THE CONCEPTS OF MACHINE LEARNING TECHNIQUES. STUDENTS WILL LEARN TO IDENTIFY THE CHARACTERISTICS OF BUSINESS DATASETS, APPLY THE MACHINE LEARNING TECHNIQUES TO SOLVE BUSINESS PROBLEMS, CONSTRUCT MACHINE LEARNING MODELS BY INTEGRATING MACHINE LEARNING LIBRARIES AND TOOLS, AND EVALUATE THE PERFORMANCE OF THE MACHINE LEARNING MODELS. PYTHON PROGRAMMING LANGUAGE AND STATISTICAL ANALYSIS TECHNIQUES ARE INTRODUCED BASED ON CASE STUDIES OF BUSINESS APPLICATIONS. VARIOUS CASE STUDIES THAT ARE RELEVANT TO MACHINE LEARNING ARE DISCUSSED.
- Lecturer: TS. DR. KHAW KHAI WAH
Skill Level: Beginner