Information theory is the mathematical framework that pins down what "information" actually means as a measurable quantity, and how much of it you can squeeze through a noisy channel or compress out of a source before something breaks. You'll work through seven problem sets and two midterms proving things from Cover & Thomas, manipulating entropy and mutual information, deriving Shannon's source and channel coding theorems, computing capacities of Gaussian and multi-user channels, and reasoning about rate-distortion tradeoffs. As a graduate course it sits upstream of nearly everything in communications, coding, and statistical learning, giving you the asymptotic tools (AEP, large deviations, Fano) that later show up whenever you need a fundamental limit rather than a clever scheme.
→ STARS müfredatı (resmi syllabus)
Bilkent'in resmî syllabus'ünden. Sağdaki etiket o çıktının hangi değerlendirmeyle ölçüldüğünü söylüyor.
The use of generative AI tools is permitted. However, students are fully responsible for all parts of any homework solution they submit. In particular, students must be the owner of their submissions: upon request, they should be able to explain the key ideas and critical steps in their solutions. At the beginning of each homework submission, students must state whether they used generative AI tools, and if so, where and how they used them (e.g., which step, and for what purpose).
İlk dosyayı sen atarsan: not, slayt, geçmiş sınav, çözüm, cheat-sheet, ne varsa. defter ekibi öğrenci paylaşımlarından bu dersin notlarını yazar. Drive linki / PDF / ZIP, hepsi olur.
| Dönem | Course CPA | |
|---|---|---|
| 2024-2025 Fall | 3.31 | 1 sec · 28 öğr |
| 2022-2023 Fall | 3.45 | 1 sec · 13 öğr |
| 2020-2021 Fall | 3.82 | 1 sec · 14 öğr |
| 2017-2018 Spring | 3.33 | 1 sec · 15 öğr |
| 2015-2016 Spring | 3.54 | 1 sec · 18 öğr |
| 2013-2014 Spring | 3.55 | 1 sec · 13 öğr |
| 2011-2012 Spring | 3.23 | 1 sec · 6 öğr |
| 2009-2010 Fall | 3.53 | 1 sec · 16 öğr |
| 2007-2008 Spring | 3.56 | 1 sec · 14 öğr |
Aggregate course GPA · Bilkent STARS'tan public data. Hoca-bazlı per-section detayı için STARS evaluation report →. Öğrenci anket cevapları KVKK kapsamında defter'de tutulmaz. Tüm derslerin ortalamaları →
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