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michal-ry/README.md

Hi, I'm Michał 👋

Self-taught programmer building a strong foundation in Data Analysis and Machine Learning.

🔎 Current Focus

  • Building structured data analysis projects in Python
  • Strengthening foundations in Pandas and SQL
  • Developing reusable analysis tools
  • Preparing for junior Data / Machine Learning roles through hands-on project development

🛠 Tech Stack

Languages & Tools:
Python · SQL · Pandas · Git · Jupyter

📌 Next Skills to Add

  • NumPy
  • Matplotlib
  • scikit-learn

📂 Selected Projects

📊 Student Performance Analysis

End-to-end data analysis project exploring factors influencing academic performance.
Includes data cleaning, exploratory analysis and statistical evaluation.

🔗 View Repository

🔧 Analysis Toolkit (In Progress)

Modular toolkit for exploratory data analysis and preprocessing.
Focused on clean structure and reusable components.

🔗 View Repository

📈 Learning Roadmap

Machine Learning → Deep Learning → Algorithms & Computer Science Foundations

📫 Contact

LinkedIn

Popular repositories Loading

  1. student-performance-analysis student-performance-analysis Public

    End-to-end student performance analysis using Python and SQL (SQLite), combining database querying with statistical exploration.

    Jupyter Notebook 1

  2. ml-data-toolkit ml-data-toolkit Public

    Reusable Python toolkit for data preprocessing, validation, analysis, and machine learning workflows.

    Python 1

  3. michal-ry michal-ry Public

    Personal profile