This is an introductory course regarding advanced topics in the probability and statistical theory. The course is intended to let the students to know the topics in probability and statistics that are not covered in the basic courses.
Intended Learning Outcomes
CILO-1: Illustrate the importance of statistics in the machine learing and data science.
CILO-2: Explain the statistical aspects of the popular topics.
CILO-3: Describe the historical development of key statistical ideas and their influence on modern statistical methods.
CILO-4: Summarize the recently developed topics in statistics.