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SPARK Assessment Executive AI Coaching

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Suggested Curriculum Schedule

PHASE 1

AI 101: What AI Is and Isn't
30-Day AI Skill Sprint: A Plan That Sticks
Start Smart: Sandboxes, Guardrails, & Reflections
Prompt Basics: Structure Inputs That Work
Pick the Right Tool: GenAI Apps for Business Tasks

PHASE 2

Data Quality Fundamentals: Accuracy, Completeness, Consistency
Data Cleaning Playbook: Accuracy vs Speed vs Fit
Right Formats for AI: CSV, JSON, XLSX, PDF (and Why)
Introductions to Micro-Automations
The Draft-Refine Loop: Human-AI Co-Authoring
Zero-Shot, One-Shot, Few-Shot: Prompting Patterns & Trade-Offs
Building Feedback Loops: Train Smarter, Not Longer

PHASE 3

Design Unified Schemas & Mappings Across Business Units
Human-in-the-Loop Checkpoints That Actually Catch Errors
Orchestrating Multi-Step AI Workflows (Agents + iPaaS)
AI-First Mindset: Daily Habits That Stick
RAG 101: Ground AI to Stop Hallucinations
Trust-But-Verify: Review Before Sharing AI Outputs

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