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Introduction to MS Excel Automation | Excel Data Analysis with Python
The course "MS Excel Automation | Excel Data Analysis with Python" offers a comprehensive guide to using Python with Microsoft Excel to perform advanced data analysis and automate repetitive tasks.
The course introduces the basic concepts of Excel automation with Python libraries like openpyxl and demonstrates how to create and manipulate workbooks and sheets.
The students will learn to insert and format data, including merging and unmerging cells, adding comments, and applying conditional formatting. The course also covers various chart types, including column, line, pie, and bubble charts, and how to use formulas and data validation in Excel.
Additionally, the course teaches the students how to protect and secure workbooks and apply filters and sorting.
Upon completion of the course, the students will have a solid understanding of how to use Python with Excel to automate data analysis tasks and enhance their productivity.
Outlines for this course MS Excel Automation with OpenPyxl
Introduction to Excel - Excel Python-based Libraries, Installation of openpyxl, Creating a Basic File to Insert Data into Excel using openpyxl
Creating Workbook & Sheet - Inserting Data into the Cell, Accessing Cell(s), Loading a File, Comments, Saving File
Inserting Image - Merging and Unmerging Cells, Formatting Text, Alignment, Border, Background Color
Read-Only Mode - Write-Only Mode, openpyxl with Pandas, openpyxl with Numpy
Creating Charts in Excel using openpyxl - Column Chart, Bar Chart, Line Chart, Area Chart, Bubble Chart
Conditional Formatting - Greater Than a Specific Value, Less Than a Specific Value, Equal to a Specific Value, Contain Specific Value, Between Values, The First 5 Records Highlights, The Last 5 Records Highlights
Sorting - Filtering, Print Settings in Excel
Table with openpyxl - Table Creation, Inserting New Row and Data, Inserting New Column and Data, ROW Background Color Change, Column Background Color Change
Working with Formulas - Protecting and Securing Workbooks, Data Validation in Cell
After this MS Excel Automation with Python, Student able to:
Understand the fundamentals of Excel and its functionalities.
Work with Excel files using Python-based libraries like openpyxl.
Install and utilize openpyxl for creating, reading, and manipulating Excel files programmatically.
Create workbooks and sheets, insert data into specific cells, access cell values, and modify cell content.
Load existing Excel files, add comments to cells, and manage file-saving operations.
Perform advanced operations such as inserting images, merging and unmerging cells, and formatting text, alignment, borders, and cell background colors.
Handle Excel files in read-only and write-only modes using openpyxl.
Integrate openpyxl with Pandas and Numpy libraries for data manipulation and analysis within Excel files.
Generate various types of charts (e.g., column, bar, line, area, bubble) in Excel using openpyxl.
Apply conditional formatting to highlight cells based on specific conditions.
Implement sorting, filtering, and print settings programmatically in Excel.
Manage tables in Excel, insert data, and customize appearance by changing row and column background colors.
Work with formulas within Excel files using Python and understand workbook security techniques like data validation and protection settings.
Instructor Experiences and Education:
Faisal Zamir is an experienced programmer and an expert in the field of computer science. He holds a Master's degree in Computer Science and has over 7 years of experience working in schools, colleges, and university. Faisal is a highly skilled instructor who is passionate about teaching and mentoring students in the field of computer science.
As a programmer, Faisal has worked on various projects and has experience in multiple programming languages, including PHP, Java, and Python.
He has also worked on projects involving web development, software engineering, and database management. This broad range of experience has allowed Faisal to develop a deep understanding of the fundamentals of programming and the ability to teach complex concepts in an easy-to-understand manner.
As an instructor, Faisal has a proven track record of success. He has taught students of all levels, from beginners to advanced, and has a passion for helping students achieve their goals.
Faisal has a unique teaching style that combines theory with practical examples, which allows students to apply what they have learned in real-world scenarios.
Overall, Faisal Zamir is a skilled programmer and a talented instructor who is dedicated to helping students achieve their goals in the field of computer science. With his extensive experience and proven track record of success, students can trust that they are learning from an expert in the field.
What you can do with OpenPyXL Python Library
1. Create new Excel workbooks and worksheets.
2. Read and write data to Excel spreadsheets.
3. Format Excel cells with fonts, colors, borders, and alignment.
4. Merge and unmerge cells in Excel.
5. Create charts, such as column, line, pie, and scatter charts, in Excel.
6. Add images to Excel spreadsheets.
7. Use conditional formatting to highlight cells that meet specific criteria.
8. Sort and filter data in Excel.
9. Create tables in Excel.
10. Validate data entered into Excel cells.
11. Work with Excel formulas, including functions and operators.
12. Protect Excel workbooks with passwords and user permissions.
13. Control print settings in Excel.
Thank you
Faisal Zamir
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