28.12.2023 Thursday 18.00 @ MED A15
The course will be in Turkish.
➡ Intedmediate Python knowledge!
➡ Familiarity with Numpy and Pandas!
➡ Entry-level Calculus, Linear Algebra and Statistics knowledge!
➡ Wishing for a pleasant journey in the world of data is required!
Obtaining, organizing and visualizing data and creating a project with meaningful results. In doing so, utilizing machine learning concepts.
The students will:
- be able to bring complex datasets into a simple format.
- visualize data and draw meaningful conclusions.
- use basic machine learning concepts.
- have an idea about how Large Language Models work.
| # | Topic | Instructor(s) | Time - Place |
|---|---|---|---|
| Lecuture 1 | Data Operations (Scrapping, Processing, Visualizing) | M. Tolga Kılınçkaya | 28.12.2023 18:00 |
| Lecuture 2 | Regression Problem | M. Tolga Kılınçkaya | 28.12.2023 18:30 |
| Lecuture 3 | Classification Problem | M. Tolga Kılınçkaya | 28.12.2023 19:30 |
| Lecuture 4 | LLMs | M. Tolga Kılınçkaya | 28.12.2023 20:30 |
Lectures will be around 1 hours
Detailed setup instructions will be given during the first class.
- Conda 4.12.0 with Python 3.9 for Windows, Mac OS X, Linux/UNIX
- VS Code for Windows, Mac OS X, Linux/UNIX (or any text editor of your choice)
