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Using Python With Excel · LearnSpace
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Using Python With Excel

Курс от Madecraft
Средний≈ 6.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Excel can be a blessing and a curse. Working with small amounts of data and simple operations? Excel is your go-to tool. However, Excel's limitations show themselves whenever you need to work with large amounts of data and perform the types of complex operations necessary to compile key analytics, and pushing a spreadsheet past its comfort zone usually means slower performance. Enter Python, rapidly becoming one of the world's most popular programming languages. As a powerful tool that can speed up your data operations, Python, in conjunction with Excel, lets you inspect, clean, and filter data, along with the ability to create memorable and dynamic reports that deliver crucial business insights. Through the pandas and openpyxl libraries, you'll load and reshape data, build and format workbooks directly through code, and automate reporting work that used to take hours by hand. Whether it's converting data, creating visually striking graphs and charts, or shaping large amounts of data in any number of useful ways, you'll find a new-found ease and efficiency with Python that would be otherwise unattainable in Excel alone. By the end of this course, you'll combine data from multiple sources and build fully automated, visually polished Excel reports.

Навыки, которые вы освоите

Data WranglingData CleansingExploratory Data AnalysisPandas (Python Package)Data ManipulationData PresentationData Import/ExportData VisualizationJupyterData AnalysisAd Hoc ReportingTime Series Analysis and ForecastingSpreadsheet SoftwareData ProcessingData SynthesisPython ProgrammingData TransformationPlot (Graphics)Statistical ReportingMicrosoft Excel

Программа курса

5 модулей · 42 учебных материалов

01Setting Up Python and Pandas for Excel Work8 материалов

Managing Excel With Python

Managing Excel With PythonВидео

Jupyter Notebooks Basics

Jupyter Notebooks BasicsВидеоMaking Sense of Kernels and CellsЗаданиеOne Cell at a Time: How Jupyter Actually Works

Учитесь у экспертов

Madecraft

Преподаватель курса

Using Python With Excel
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в новой вкладке

Обучение на Coursera

≈ 6.2 ч

5 модулей

Язык: Английский

Часть программы вашего университета
Чтение

Introducing the Python Pandas Library

Introducing the Python Pandas LibraryВидеоWhy a Table Isn't Just a Table AnymoreDIALOGUEForty Thousand Rows and No Patience LeftDIALOGUESetting Up Your First Pandas WorkflowЗадание
02Loading, Inspecting, and Manipulating Data with Pandas10 материалов

Loading and Saving Data With Pandas

Loading and Saving Data With PandasВидеоGetting Excel Data In and Out of PythonЧтение

Viewing and Inspecting Data With Pandas

Viewing and Inspecting Data With PandasВидеоReading the Story Inside a DataFrameЗаданиеHow Do You Get To Know Forty Thousand Rows?DIALOGUE

Manipulating Data With Pandas

Manipulating Data With PandasВидеоThe Top Ten That Have to Be RightDIALOGUE

Working With Dates and Times in Pandas

Working With Dates and Times in PandasВидеоGetting Pandas To Understand TimeЧтениеFrom Raw Spreadsheet to Clean DataFrameЗадание
03Structuring and Formatting Workbooks With Openpyxl10 материалов

Using Openpyxl With Workbooks

Using Openpyxl With WorkbooksВидеоWhy Does a Workbook Need a Worksheet Too?DIALOGUE

Selecting Cells, Rows, and Columns

Selecting Cells, Rows, and ColumnsВидеоFinding Your Way Around a Worksheet in CodeЧтениеPinpointing Cells the Openpyxl WayЗадание

Adding Workbook Formatting

Adding Workbook FormattingВидеоMaking It Look Like Someone Actually Made ItDIALOGUE

Creating Named Ranges and Tables

Creating Named Ranges and TablesВидеоGiving Your Data a Name Instead of an AddressЧтениеBuilding Reusable Excel Workbooks With OpenpyxlЗадание
04Building Automated Excel Reports With Python12 материалов

Managing Multiple Sheets

Managing Multiple SheetsВидеоThree Shifts, One ReportDIALOGUE

Working With Large Worksheets

Working With Large WorksheetsВидеоTaming a Quarter-Million Rows Before They Tame YouЧтение

Conditional Formatting

Conditional FormattingВидеоMaking the Outliers Impossible To MissDIALOGUE

Creating Excel Plots in Python

Creating Excel Plots in PythonВидеоBuilding a Chart Excel Never Has To DrawЧтениеGetting the Coordinates Right for a ChartЗадание

Exporting Python Plots to Excel

Exporting Python Plots to ExcelВидеоWhen a Screenshot Is the Right AnswerЧтениеFrom Scattered Sheets to a Finished ReportЗадание
05Conclusion2 материалов

Next Steps

Next StepsВидеоFrom Spreadsheet Habits to Python FluencyЗадание