Learn Python automation from scratch: batch Excel/Word processing, scheduled emails, web scraping, AI API integration. 16 in-depth chapters with production-ready code for real workplace scenarios.
📖 Read the full book online (free): https://tools.yiteai.com/en/books/python-automation
A deep-dive technical book by YiteAI. This repo is the companion index — every chapter links to the full text on the site.
- Environment Setup — From Zero to Your First Automation Script
- Core Python for Automation
- AI-Assisted Python Development — 10x Speed Methodology
- Exceptions & Logging — Production-Grade Python Scripts
- File System Automation — Batch File Processing Made Simple
- Python + Excel — Complete Guide to openpyxl and pandas
- Python + Word — Batch Document Generation and Processing
- Python + PDF — Extract, Merge, and Generate PDFs
- Web Scraping — requests + BeautifulSoup + Playwright
- Email Automation — Batch Sending and Smart Inbox Processing
- Notifications — Slack, DingTalk, WeChat, and Desktop Alerts
- AI API Integration — OpenAI, Claude, and Local Models
- Data Visualization — matplotlib, seaborn, and Plotly
- GUI Automation — pyautogui and Playwright for Desktop Control
- Scheduler & CLI — Turning Scripts into Professional Tools
- Final Project — Building a Complete Automation System
零基础学 Python 自动化：批量处理 Excel/Word、定时发邮件、网页数据抓取、调用 AI API……每章一个真实工作场景，学完即用。16 个深度专题，专业向内容，代码可直接复用。
📖 在线免费阅读全文:https://tools.yiteai.com/books/python-automation
- 环境搭建——从零跑通第一个自动化脚本
- 自动化必知的 Python 核心语法
- 用 AI 辅助写 Python——10倍速开发方法论
- 异常处理与日志——让脚本在生产环境跑稳
- 文件系统自动化——批量处理文件就是这么简单
- Python 操作 Excel——openpyxl 与 pandas 完全指南
- Python 操作 Word——批量生成与处理文档
- Python 处理 PDF——提取、合并、生成一步到位
- 网页抓取——requests + BeautifulSoup + Playwright
- 邮件自动化——批量发送与智能收件处理
- 通知推送——Slack、钉钉、微信与桌面通知
- AI API 集成——OpenAI、Claude 与本地模型调用
- 数据可视化——matplotlib、seaborn 与 Plotly 实战
- GUI 自动化——pyautogui 与 Playwright 操控桌面
- 定时任务与 CLI 工具——让脚本成为专业工具
- 综合实战项目——构建完整的自动化系统
YiteAI 是面向开发者的 AI 工具箱 + 技术书库 + AI Agent Skills 市场。更多免费技术书:https://tools.yiteai.com/books
⚖️ Content © YiteAI. This repo indexes the book; the full text is hosted on the site. Please link back rather than mirror.