From Problem to Solution: Modeling and Linear Algebra in the World of Data

2026 Projects

From Problem to Solution: Modeling and Linear Algebra in the World of Data

Title : Code, Calculate, Create: Linear Algebra for Future Data Scientists
Number of Interns : Max. 10
Duration of the Internship: 1 Month
Start Date : Anytime between June 1st and August 1st
Application Deadline: June 5, 2026
Project Supervisor : Prof. M. İrşadi Aksun

Project Description

“Netflix knows what you want to watch next. ChatGPT understands your questions. Self-driving cars see the road. What do they all have in common? Linear Algebra.

In this internship, we will look under the hood of modern Data Science. You won’t just solve equations; you will discover the mathematical engine that powers the digital world. We will move from abstract numbers to concrete tools, helping you make sense of data in ways that are used by engineers and scientists every day. This is your toolkit for the future.

Research Intern Responsibilities

Participate in interactive workshops to learn core Linear Algebra concepts (Matrix operations, Vectors, etc.).
Apply these concepts using computer tools (coding/software) to analyze real datasets.
Collaborate with peers to solve weekly challenges.
Complete a final “Mini-Project” demonstrating a real-world application (e.g., image compression or a simple recommendation system).

Required Skills and Qualifications

No advanced math experience is required! Basic familiarity with coding is a plus, but not mandatory. We are looking for curiosity, motivation, and a willingness to look at the world through the lens of mathematics.

Expected Learning Outcomes

By the end of this month, you will:

Understand the Matrix: Gain intuition for vectors and matrices.
Predict the Future: Learn how to model trends using Markov Chains (the logic behind Google’s search engine).
Find the Pattern: Master Data Fitting to see the story hidden in numbers.
Gain Confidence: Be ready for university-level engineering and data science courses.

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Özyeğin University Summer Research Internship project is open to high school students and the aim of the program is to increase their experience on how scientific research is conducted.

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2026 Projects