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Applied Generative AI & Tool-CallingAdvanced
Build an AI Data Analysis Assistant 🛠️
Build an assistant that profiles unfamiliar datasets, drafts SQL, explains results, and proposes charts. You will focus on grounded analysis, validation steps, and communicating uncertainty to decision makers.
Project Roadmap
Complete each milestone to build your final deliverable step by step.
The milestone roadmap for this project is being finalized. Check back soon.
🎯 Final Deliverable
Automated data query and executive briefing assistant.
🧠 Skills Mastered
- ✓Dataset Profiling
- ✓SQL Generation
- ✓Result Validation
- ✓Chart Specification
- ✓Executive Communication
🛠 Tools & Concepts
Data AnalysisSQL GenerationChart Automation
Mentor Note
Never let the model present a number it cannot trace. Make validation and source attribution visible in the final workflow.
— UFI AI Academy Team