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1. llm_projects llm_projects Public

   Collection of hands-on mini-projects from the LLM Engineering: Master AI, Large Language Models & Agents Udemy course. Each project explores core LLM concepts like RAG, LoRA, synthetic data generat…

   Python

2. Dimensionality-reduction-and-binary-classification Dimensionality-reduction-and-binary-classification Public

   This project was created as part of a university assignment. It focuses on applying dimensionality reduction techniques and performing binary classification using various machine learning methods i…

   Jupyter Notebook

3. neural-networks-application neural-networks-application Public

   University project focused on classifying 32×32 grayscale images from the Fashion-MNIST dataset using FNNs and CNNs. Includes data exploration, model tuning, architecture comparison, and final pred…

   Jupyter Notebook

4. Sudoku-Solver-CSP-SAT Sudoku-Solver-CSP-SAT Public

   A Python-based GUI application for solving Sudoku puzzles using either Constraint Satisfaction Problem (CSP) or Boolean Satisfiability Problem (SAT) approaches.

   Python

5. average-wage-regression average-wage-regression Public

   This project is part of a university course in statistics and focuses on modeling the average wage levels in European countries based on selected explanatory variables using linear regression techn…

   Jupyter Notebook

6. eurostat-employment-analysis eurostat-employment-analysis Public

   Semester project analyzing Eurostat employment data for Finland by NUTS 3 regions and economic sectors (NACE). Includes descriptive statistics, contingency tables, and hypothesis testing to explore…

   Jupyter Notebook