{"product_id":"automate-excel-with-python-from-manual-grind-to-one-click-workflow-isbn-9781718504646","title":"Automate Excel with Python: From Manual Grind to One-Click Workflow","description":"\u003cb\u003eAI can write the code. You still need to know what it does.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eYou’re already good at Excel. But you’re tired of the copy\/paste, the helper columns, and the brittle formulas that break when someone adds a row. You want automation, and whether you write the code yourself or let AI generate it, you need to understand what’s actually running your business processes.\u003cbr\u003e\u003cbr\u003e\u003ci\u003eAutomate Excel with Python\u003c\/i\u003e teaches you to build real workflows, step-by-step. You’ll read messy workbooks into pandas dataframes, filter and reshape data without helper columns, merge sources without silent VLOOKUP failures, and export polished results with formatting intact. A capstone chapter ties it together: import a multi-tab workbook, generate exception reports, and email the results—all from one script you run with a single click.\u003cbr\u003e\u003cbr\u003eYou’ll learn how to:\u003cbr\u003e\u003cul\u003e\n\u003cli\u003eRead existing Excel files you already use into Python, even the messy ones\u003c\/li\u003e\n\u003cli\u003eReplace daily copy\/paste routines with reusable scripts\u003c\/li\u003e\n\u003cli\u003eMerge and match data across sources with auditable results\u003c\/li\u003e\n\u003cli\u003eHandle dates, times, and the edge cases that break formulas\u003c\/li\u003e\n\u003cli\u003eExport from Python to Excel with column widths, number formats, and frozen panes intact\u003c\/li\u003e\n\u003cli\u003eBuild workflows that run daily without babysitting\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eAI can write the code. This book makes sure you’re the one in control of it.","brand":"Penguin Random House","offers":[{"title":"Default Title","offer_id":48232941617381,"sku":"NP9781718504646","price":49.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9781718504646.jpg?v=1767721977","url":"https:\/\/k12savings.com\/products\/automate-excel-with-python-from-manual-grind-to-one-click-workflow-isbn-9781718504646","provider":"K12savings","version":"1.0","type":"link"}