Python in Excel Automation 2025 | Spreadsheets, Excel Tasks, Charts & Data Visual
Автор: Top Courses
Загружено: 2025-10-06
Просмотров: 241
Master Excel with Python in this all-in-one tutorial! Learn how to automate Excel spreadsheets, manipulate data, apply formulas, and visualize your data using powerful Python libraries like openpyxl, pandas, and matplotlib.
🚀 In This Full Course, You Will Learn:
✅ Automating Excel with Python
✅ Reading & Writing Excel Files using openpyxl
✅ Accessing & Modifying Rows and Columns
✅ Applying Fonts, Colors, Styles & Number Formats
✅ Freezing Panes, Filtering, Sorting, and Merging Cells
✅ Inserting & Using Formulas (including VLOOKUP)
✅ Conditional Formatting (Basic & Advanced)
✅ Creating and Managing Pivot Tables
✅ Working with Named Ranges & Cell References
✅ Visualizing Data with Line, Bar, and Bubble Charts
✅ Customizing Chart Styles, Axes, and Appearance
✅ Plotting Financial Data with Pandas & Matplotlib
📚 Perfect for:
• Data Analysts
• Excel Power Users
• Finance Professionals
• Python Developers
• Students & Researchers
00:00:00 Manipulating data with Microsoft Excel
00:03:59 Manipulating Excel spreadsheets using openpyxl
00:11:26 Accessing Data in openpyxl
00:19:03 Manipulating Rows & Columns
00:24:12 Writing to Files
00:31:14 Manipulating Data in Files
00:37:28 Freezing Rows and Columns
00:45:41 Filtering Data
00:53:36 Sorting Data
00:59:46 Resizing Rows and Columns
01:06:10 Merging Rows and Columns
01:11:33 Working with Fonts and Styles
01:18:21 Working with Borders and Colors
01:23:20 Applying Number Formats
01:31:14 Applying Conditional Formatting
01:35:36 Using Advanced Conditional Formatting
01:40:15 Working with Images
01:43:10 Working with Formulae
01:49:56 More Operations Using Formulae
01:53:15 Using Absolute and Relative Cell References
01:58:57 Programmatically Constructing Absolute References
02:04:16 Using VLOOKUP
02:10:52 Working with Named Ranges
02:16:50 Working with Pivot Tables
02:22:22 Using Pandas for Pivoting
02:30:00 Leveraging Multi-Level Indexing in Pandas
02:35:00 Plotting Data with Line Charts
02:40:15 Programmatically Constructing Line Charts
02:45:47 Customizing Chart Appearance
02:49:59 Customizing Chart Axes
02:58:15 Using Line Styles
03:04:32 Plotting Data with Bar Charts
03:11:40 Programmatically Constructing Bar Charts
03:17:18 Plotting Financial Data
03:26:22 Plotting Bubble Charts
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📁 Tools Used: Python, openpyxl, Pandas, Matplotlib
🧠 Ideal For: Data Analysts, Excel Power Users, Python Developers, Finance Professionals
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