Data Cleaning and Analysis with Python and AI

用 Python 與 AI 做數據清洗與分析

Clean messy spreadsheets, explore data and produce monthly reports with pandas and AI assistance.

Yang Anda dapatkan

• All 8 chapters, Appendix A prompt templates, Appendix B in-house training outline and exercises; 20-seat team licence for internal training.
• Main tool: Python、pandas 與 ChatGPT 進階數據分析
• Includes a worked example, checklists and an English summary of every chapter.
• Licence: 20 seats

Modul kursus

1. Course Overview and Learning Goals課程導覽與學習目標
2. Setup and Core OperationsPython、pandas 與 ChatGPT 進階數據分析：環境準備與基本操作
3. Breaking Down the Task and Preparing Inputs需求拆解與輸入整理：報表自動化與探索式分析
4. Prompt and Parameter Design提示詞與參數設計
5. Building the Workflow and Connecting Tools工作流搭建與工具串接
6. Worked Example案例演練：把 12 個月的銷售 CSV 變成一份月度分析報告
7. Quality Checks, Common Problems and Risks品質檢查、常見問題與風險
8. Measuring, Iterating and Going Further效率度量、迭代與進階延伸

SKU: SW-C-017-T