Repository for Statistics course given by Assoc. Prof. Dr. Bora Canbula at Computer Engineering Department of Manisa Celal Bayar University.
We are going to learn both the mathematical foundations and real-world applications of the statistics and the probability in this course. Focus of this course will be to provide the required background for a data science / machine learning course. Python is preferred as the programming language for the applications of this course.
Lectures are on every Monday. You can find the codes and all the other weekly stuff in the folder WeekXX.
In the root folder there is a LectureNotes.pdf file, which is updated weekly after every lecture. At the end of the every chapter, you will also find some exercises.
All announcements of this course will be done via Microsoft Teams. Join the group with the invite code: v4dxmos
- Probability and Statistics for Computer Scientists, CRC Press, Michael Baron
- Introduction to Probability and Statistics, Elsevier, Sheldon M. Ross
- Probability and Statistics for Engineers and Scientists, Brooks/Cole, A.J. Hayter
- Python Documentation
- Python Tutorial