Data and AI Foundations Track
Try it in browser: Open Data Lab
Modules
Section titled “Modules”- Python Basics for Data
- Data Cleaning with pandas
- SQL Fundamentals
- Data Visualization and Storytelling
- Intro to Machine Learning Concepts
- Reporting and Communication
End project: Analyze a real dataset and publish an insight report with charts and recommendations.
Recommended Libraries
Section titled “Recommended Libraries”- pandas
- NumPy
- matplotlib
- seaborn
- scikit-learn (intro)
Final Project
Section titled “Final Project”Analyze a real dataset and publish a report with charts, insights, and recommendations.
Quiz: 5 to 10 questions per module and a capstone presentation checklist.
Badge: Earn a Data Foundations badge after completing the final report.
Career Outcomes
Section titled “Career Outcomes”- Data Analyst (Junior)
- Reporting Assistant
- Business Intelligence Intern