
Student Portfolio
This portfolio displays verified competency ratings from three sources: self-assessment, educator verification, and industry expert endorsement. Each competency uses a standardized 0-4 rubric with supporting work artifacts where available.
Interpret data, create visualizations, and draw insights
Learning Journey:
Running Average (0-4)
"Learning Excel and basic statistics"
"Learning pandas and matplotlib"
"Good start, focus on statistical concepts"
"Created first data visualization dashboard"
"Strong work on the analysis project"

Portfolio
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Ability to write Python code for data analysis and automation
Learning Journey:
Running Average (0-4)
"Complete beginner, just installed Python"
"Just starting to learn Python basics"
"Shows promise, needs consistent practice"
"Completed several Python projects including a data scraper"
"Good progress, needs more practice with advanced concepts"
"Solid work on the internship project"
"Feeling confident with Python now"
"Excellent work on final project. Ready for production code."
Build responsive web applications using modern frameworks
Learning Journey:
Running Average (0-4)
"Started with HTML basics"
"Learning HTML and CSS fundamentals"
"Good start with layouts and styling"
"Built several responsive sites, learning React"
"Solid fundamentals, good eye for design"
"Clean code, responsive designs"
Portfolio
Important Document
"Completed full-stack project with Next.js"