Fernando-JAL/Neurociencias-2025-2
Feb 2025 – May 2025
2 Months active
Languages Used
JSONJupyter NotebookPythonMarkdown
Technical Skills
Covariance MatrixData NormalizationData VisualizationMatplotlibNotebook ManagementNumPy
BethPerezTorres
PROFILE
Bethpereztorres
Contributed to the Fernando-JAL/Neurociencias-2025-2 repository by developing five new Jupyter notebooks over two months, focusing on educational resources for data science and machine learning. Work included upgrading notebook metadata to Python 3.11.2, creating tutorials on data visualization with NumPy and Matplotlib, and introducing hands-on materials covering data normalization, covariance, and singular value decomposition. Delivered structured notebooks for exam preparation, explaining theoretical concepts such as supervised versus unsupervised learning and decision tree classifiers using Pandas and Scikit-learn. Emphasized reproducibility and maintainability through clear documentation, organizational cleanup, and explicit commit messages, supporting efficient onboarding and collaborative learning environments.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
6Total
Bugs
0
Commits
6
Features
5
Lines of code
1,917
Activity Months2
Your Network
20 peopleWork History
May 2025
4 Commits • 3 Features
May 1, 2025Concise monthly summary for 2025-05 highlighting features delivered in Fernando-JAL/Neurociencias-2025-2. Focused on delivering hands-on, reusable ML learning resources for exam preparation and practical model evaluation, while improving project hygiene and documentation to support maintainability and collaboration.
4 Commits • 3 Features
May 1, 2025Concise monthly summary for 2025-05 highlighting features delivered in Fernando-JAL/Neurociencias-2025-2. Focused on delivering hands-on, reusable ML learning resources for exam preparation and practical model evaluation, while improving project hygiene and documentation to support maintainability and collaboration.
May 2025
February 2025
2 Commits • 2 Features
Feb 1, 2025February 2025 performance summary for Fernando-JAL/Neurociencias-2025-2. Focused on modernizing the notebook environment and expanding educational resources with a data visualization tutorial. No major bugs reported this month.
February 2025
2 Commits • 2 Features
Feb 1, 2025February 2025 performance summary for Fernando-JAL/Neurociencias-2025-2. Focused on modernizing the notebook environment and expanding educational resources with a data visualization tutorial. No major bugs reported this month.
Activity
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Quality Metrics
Correctness93.4%
Maintainability93.4%
Architecture93.4%
Performance93.4%
AI Usage20.0%
Skills & Technologies
Programming Languages
JSONJupyter NotebookMarkdownPython
Technical Skills
Covariance MatrixData AnalysisData NormalizationData ScienceData VisualizationDecision TreesMachine LearningMatplotlibNotebook ManagementNumPyPandasScikit-learnSeabornSingular Value DecompositionTheoretical Assessment
Repositories Contributed To
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