iremddemir / courses

This repo serves a list of courses I took in Koç University & links to my repositories related to the courses.

Courses

ENGR 421

This is an introductory course to machine learning.

Topics covered are regression, classification, clustering, and dimensionality reduction methods; supervised and unsupervised models; linear and nonlinear models; parametric and nonparametric models; combinations of multiple models; comparisons of multiple models and model selection.

Course focuses on both mathematical background and real life applications of the algorithms.

Solutions to biweekly homeworks can be found in this repo.

COMP 301

This is a programming languages and concepts course based on EOPL book.

Topics covered are rogramming languages, concepts and paradigms. **Syntax, semantics, Abstraction, binding, run-time storage.

Course focuses on **core programming concepts, data representation, procedural representation, grammars, environment models, parsing, parameter passing, evaluation.

Also, it is the first course I took that has a functional programming approach.

Solutions to three course projects in one of which we implemented a interpreter can be found in this repo.

COMP 302

This is a software engineering class.

Course focuses on **methods and tools used in software development, agile programming, object oriented design, and open software architectures.

We, group of 5, implemented a game project of 2 week long iterations. During our implementation we followed the project lifecycle: requirements analysis, design, modeling, implementation, and testing. Related documents and the code for our impelentation can be found in this repo.

COMP 304

This is an operating systems course.

Topics covered are OS concepts and strategies, process management, scheduling, process synchronization and deadlocks, threads, and memory management.

Solutions to course assignments and projects can be accessed from this repo.

COMP 305

This is an advance algorithms and complexity class. Link to course webpage

Course covers advance algorithms, data structures and programing paradigms. It follows MIT's 6.046 course.

Bonus project we, group of 2, finished can be found in this repo.

COMP 306

This is a database management systems class.

Topics covered are database design, data models, query languages, database normalization and schema refinement, transaction management, concurrency, and indexing in databases.

Implementation of course homeworks and project can be accessed from this repo.