📊 Module 4.1: Data Analysis & Portfolio Preview
🔄 AI HR Dojo Recap – Nov 24, 2025 Today’s session connected everything we’ve learned — automation, analysis, and strategy — into one unified flow. You discovered how to use AI-assisted data tools to turn raw HR data into clear insights and board-ready visuals, then previewed how to showcase it all in your AI portfolio. What We Covered: 📈 AI-Powered Data Cleaning & Analysis • Explored how to use Gemini (Google Sheets) and Copilot (Excel) for data cleaning and visualization. • Learned to identify missing values, inconsistent formats, and case-sensitive data using natural-language prompts. • Used AI to instantly clean, format, and standardize datasets (department names, termination dates, exit reasons). • Discovered the power of prompting: “Identify before you modify.” 🧮 Hands-On Demo: Turnover Analysis Case Study Scenario: Your Chief People Officer requests a one-page turnover summary for a board meeting. You learned to: 1️⃣ Clean HR data (removing blanks, fixing inconsistencies). 2️⃣ Use AI to analyze turnover trends, tenure patterns, and exit reasons. 3️⃣ Auto-generate visuals like Turnover by Department and Tenure at Termination. 4️⃣ Extract key takeaways directly from Gemini or Copilot. 💬 Participant Insights: Jessica: Learned the importance of testing one dataset at a time and using the “answer text,” not values. Tiara: Built HR forms for onboarding, feedback, and offboarding; now finalizing routing connections. Jess: Connected automation and coaching workflows — applying HR automation to client onboarding. Marcus: Shared how data cleaning can be satisfying when combined with AI validation. 💡 Key Takeaway: AI doesn’t replace HR analytics — it accelerates it. With tools like Gemini or Copilot, you can clean, analyze, and visualize HR data in minutes, freeing time to focus on the story behind the data. 🧠 Portfolio Preview: Bringing It All Together • Introduced Gamma.app, the AI presentation and web builder tool. • Next week, you’ll create your AI HR Portfolio Page — showcasing your chatbots, automations, and analytics dashboards.