Section 8: Data Cleansing with AI
- Classic raw-data problems in Thai organizations and their hidden costs, and cleaning Thai-language data (names, addresses, phone numbers, ID numbers)
- Handling duplicates, missing values and inconsistent formats, and converting mixed date, number and currency formats
- AI Extract to turn free text into structured data, and data-quality checks after cleansing
Section 9: Power Query + AI Pipeline
- Power Query basics (Connect, Transform, Load) and ordering Applied Steps correctly
- Using AI to write and fix M code for complex transformations, and merging data with Append and Merge
- Building an automated cleansing pipeline that yields clean data on a single refresh
Section 10: AI Add-Ins for Text Analytics
- Sentiment analysis of reviews and customer feedback, and translating directly within a cell
- Entity extraction, text classification and summarization to extract, categorize and summarize text
- Workshop: cleanse and analyze three datasets (Sales, HR, Finance) from raw data to analysis-ready
Section 11: PivotTable & AI-Powered Insights
- Building PivotTables with AI prompts from business questions and using Copilot Analyze Data to find hidden insights
- Grouping, Calculated Fields, Slicers, Timelines and Show Values As for comparing proportion and growth
- Having AI interpret results and write a business narrative (narrative insight)
Section 12: Chart & Executive Dashboard
- Best practices for choosing chart types to fit the data, and using Copilot to build charts automatically
- Executive dashboard design principles (layout, priority, color) with Conditional Formatting and Sparklines
- Using Claude Cowork to build an interactive HTML and Chart.js dashboard from Excel data, plus a workshop building an executive dashboard from real sales data
Section 13: Excel Automation with AI (Macro, VBA and Agent Mode)
- Using AI to build and explain VBA code for repetitive tasks, and recording a macro then having AI make it more flexible and safe
- Macro security precautions in the organization
- Getting to know Excel Agent Mode, and a demo: format a document, build a chart and summarize data in a single command
Section 14: Claude Cowork Skills for Automation
- The Cowork Skills concept and working directly with local Excel files, with Financial Skills to build financial reports automatically
- Corporate Identity Skills to apply templates and branding automatically, and Invoice Processing to read invoices and summarize into Excel
- Setting file-access scope and security precautions, plus a workshop building an automated monthly report that reruns itself every month
Section 15: AI-Powered Workflow Design and Course Wrap-up
- Designing a workflow that combines multiple AI by their strengths, and connecting Excel with Claude Cowork and Power Query into a single pipeline
- Prompt engineering for Excel use cases, building a personal prompt library, and setting AI standards at the team and organization level
- Ways to measure results (time saved, error reduction), a course summary, further learning paths and Q&A