Welcome to Statistical Data Analysis. This course will give you a rigorous mathematical foundation on probability and statistics. Contents will be a bit more advanced than what you had faced in previous undergraduate, and, of course, college level statistics. Many of the topics that, I believe, were in your previous mathematics and statistics courses will not be covered in the class directly. Instead, I will provide appropriate resources like blogs, videos, textbooks, etc., so that you can revise them again. So, a great deal of self-study will be required. Finally, I believe, a successful completion of this course will serve as a backbone for topics like machine learning and deep learning that you will learn in later courses of your data science major. Best of luck!
- Teacher: Dr. Md Kamrul Hossain
Skill Level: Beginner