Solvro/ml-wakacyjne-wyzwanie-2025
Aug 2025 – Aug 2025
1 Month active
Languages Used
MarkdownPython
Technical Skills
Data PreprocessingData VisualizationExploratory Data AnalysisMatplotlibPandasSeaborn
Julia
PROFILE
Julia
Developed a data preprocessing and feature engineering workflow for the Titanic dataset within the Solvro/ml-wakacyjne-wyzwanie-2025 repository, focusing on preparing data for model training and evaluation. Leveraged Python, Pandas, and Seaborn to load, cleanse, and enrich the dataset, enabling robust exploratory data analysis and visualization. The workflow established a reproducible pipeline that supports collaboration and accelerates experimentation by delivering a clean, well-structured dataset. By aligning changes with the repository’s standards, the work laid a solid foundation for baseline model development and facilitated more reliable model evaluation, addressing the core requirements for effective machine learning experimentation and analysis.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
3,910
Activity Months1
Your Network
3 peopleShared Repositories
3
Work History
August 2025
1 Commits • 1 Features
Aug 1, 2025Monthly work summary for 2025-08 focusing on delivering a data preprocessing and feature engineering workflow for the Titanic dataset to support model training and evaluation. Established a clean, enriched dataset and visualization-ready pipeline, laying the groundwork for baseline model development in Solvro/ml-wakacyjne-wyzwanie-2025.
1 Commits • 1 Features
Aug 1, 2025Monthly work summary for 2025-08 focusing on delivering a data preprocessing and feature engineering workflow for the Titanic dataset to support model training and evaluation. Established a clean, enriched dataset and visualization-ready pipeline, laying the groundwork for baseline model development in Solvro/ml-wakacyjne-wyzwanie-2025.
August 2025
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
Data PreprocessingData VisualizationExploratory Data AnalysisMatplotlibPandasSeaborn
Repositories Contributed To
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