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CSE 321 — Statistical Inference and Computation

Akdeniz University · Computer Engineering (English)

An open study archive for this course. Lecture notes, both textbooks, practice sets, past exam photographs, and the problem sets the instructor hands out before each exam.

The instructor's slides are headed "CSE 321 Introduction to Probability Theory", which is the lecturer's own title for the material. The taught schedule is the one in resources/lecture-notes/00-course-info.pdf, and that is what weeks/ follows.

Course

Instructor: Alper Bilge, PhD, Associate Professor · abilge@akdeniz.edu.tr No office hours; reachable on MS Teams. Time: Fridays 08:30-12:30 · Location: BB04

Component Weight
Midterm 40%
Final 60%

Topics

The course is organized as eight topics, not fourteen weekly slots.

# Topic Note
1 Statistics, data, and statistical thinking weeks/01
2 Methods for describing sets of data weeks/02
3 Probability weeks/03
4 Discrete random variables weeks/04
5 Continuous random variables weeks/05
6 Sampling distributions weeks/06
7 Inferences from one sample: confidence intervals weeks/07
8 Inferences from one sample: tests of hypothesis weeks/08

Topics 1-6 are the midterm scope; 7-8 are added for the final.

How to study with this repository

1. Open the topic you are on in weeks/. Each note gives the goals, the concepts with their actual formulas, what to read, and what to practice.

2. Follow the reading links — they open the book at the exact page:

McClave & Sincich — Ch. 6 (sampling distributions)

Each topic links three things: the official textbook, the supplementary Walpole, and the instructor's own lecture note for that chapter.

3. Practice with exams/prep/ first. problems-for-midterm.pdf and problems-for-final.pdf come from the instructor — they are the closest thing to knowing what will be asked.

4. Then exams/practice/ for extra sets from other courses and universities, and exams/ for photographs of real papers.

5. Write under your own ## Notes — <Name> (<term>) heading at the bottom of each topic note. Everything above that heading is shared; below it is yours — see Taking notes.

Layout

README.md        This page
course-info.md   Resource map (textbook page offsets, topic → chapter), Turkish ↔ English glossary
weeks/NN-*.md    One file per topic: the shared plan on top, everyone's notes below
exams/           Photographs of real papers, prep/ (the instructor's pre-exam problem sets), practice/ (practice exams from elsewhere)
resources/       books/ (McClave & Sincich official, Walpole supplementary), lecture-notes/ (the instructor's slides, chapter by chapter), supplement/ (topic summaries, descriptive statistics through hypothesis testing)

Taking notes

Open the topic, scroll to the bottom, write under your own heading:

## Notes — <Name> (<term>)
### Lecture
### Worked out by hand
### Questions
### Exam-worthy

Add your heading below the existing ones and never edit someone else's section — different sections merge in git without conflicts.

Who changes what

What Who edits it When
Top of weeks/NN-*.md (goals, reading, practice) anyone Only when the course itself changes — a new topic, a better reading, a correction. Never for personal notes.
## Notes — <you> in a week file only you Every week. This is your notebook.
course-info.md, exams/README.md anyone When you learn something durable: a new exam pattern, a better source.
assignments/<term>-<you>-* only you Your assignments, projects, submissions, if the course has them. Use a lowercase, hyphenated name — efe-kurucay, not Efe Kuruçay. Only work you produced yourself belongs here.
resources/<term>/ anyone in that term Slides, syllabus and lab sheets the instructor issued that term — the same for everyone taking the course then.
exams/ anyone When you get hold of a new paper — blank or answered. Exam papers never go under assignments/. Put the writer's surname in the filename (2025-final-answered-altungoz.pdf).

Two students in different years never touch the same file except to improve the shared plan — which is the point.

Terms

Term Instructor Schedule Midterm Final Notes
Fall 2026-2027 TBD — fill in during week 1 TBD TBD TBD Efe — in every week file

Contributing

Taking the course now? Add a row for your term to the table above naming the instructor and dates, write your notes in the week files, and put your papers and photographs in exams/. Keep the top of each weeks/ file and course-info.md general — they are the shared plan and should improve every year.

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