Python for Excel Users (eBook, ePUB)
Know Excel? You Can Learn Python
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When Excel isn't enough, it's time to learn Python. If you're comfortable in Excel, but you've hit a wall-slow files, broken formulas, hours spent on repetitive tasks-this book offers a way forward. It shows you how to take the work you already do in spreadsheets and make it faster, smarter, and more powerful with Python. You'll start by setting up your environment and getting comfortable with Python through short, Excel-inspired exercises. From there, you'll gradually move into writing scripts that automate manual work, structure your data, and generate consistent results-no prior programming...
When Excel isn't enough, it's time to learn Python. If you're comfortable in Excel, but you've hit a wall-slow files, broken formulas, hours spent on repetitive tasks-this book offers a way forward. It shows you how to take the work you already do in spreadsheets and make it faster, smarter, and more powerful with Python. You'll start by setting up your environment and getting comfortable with Python through short, Excel-inspired exercises. From there, you'll gradually move into writing scripts that automate manual work, structure your data, and generate consistent results-no prior programming knowledge required. You'll use your preexisting Excel skills to learn how to:
- Translate spreadsheet logic into Python code
- Use pandas to clean, reshape, and filter data
- Automate reports you'd normally build by hand
- Read and write Excel files directly from Python
- Connect to databases and APIs
- Create professional visualizations with Plotly and Dash
- Organize code into sharable modules and write simple tests
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