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
Beth Perez developed a suite of educational data science and machine learning resources for the Fernando-JAL/Neurociencias-2025-2 repository, focusing on reproducible Jupyter Notebooks. She upgraded the Python environment metadata to ensure compatibility with modern tooling and authored tutorials on data visualization, normalization, covariance, and singular value decomposition using Python, NumPy, and Matplotlib. Beth also created hands-on materials for exam preparation, including theoretical overviews of supervised and unsupervised learning, and implemented a decision tree classifier on the Iris dataset with Scikit-learn. Her work emphasized clear documentation, structured notebook organization, and maintainable code, supporting both student onboarding and collaborative development.
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 people
Work 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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