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Data Cleaning & Processing with Copilot in Excel · LearnSpace
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Data Cleaning & Processing with Copilot in Excel

Курс от Microsoft
Средний≈ 20.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course focuses on data cleaning and processing using Copilot in Excel. It empowers you to identify and correct data errors, handle missing values and duplicates, and standardize data types. You will explore advanced text manipulation, column operations, and external data integration, leveraging Copilot for efficient data transformation. Additionally, you will design structured data workflows by developing effective prompts for Copilot, enabling you to pose clear questions that guide your analysis. Through practical modules, you’ll develop skills in data organization, error identification, and cleaning strategies. By the end of this course, you will enhance data accuracy and reliability, ensuring your datasets are analysis-ready. Elevate your data processing capabilities and gain a competitive edge in data-driven decision-making. By the end of the course, you’ll be able to: - Identify and address common data errors using Copilot in Excel. - Apply comprehensive data cleaning techniques to prepare datasets for analysis. - Manipulate and transform data efficiently with Copilot. - Implement data organization strategies for improved analysis readiness. Tools you’ll use: - Microsoft Excel - Copilot in Excel Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.

Навыки, которые вы освоите

Microsoft CopilotData CleansingData AnalysisPrompt EngineeringMicrosoft ExcelData ManipulationData PreprocessingData IntegrityData-Driven Decision-MakingData QualityData Transformation

Программа курса

5 модулей · 98 учебных материалов

01Data preparation and error identification32 материалов

Getting started

Introduction to data cleaning and processing with Copilot in Excel ВидеоHands-on activity: Data error correction with Copilot in ExcelЧтениеHands-on activity debrief: Data error correction with Copilot in ExcelВидеоIntroduction to data cleaning & processing with Copilot in ExcelЧтение

Учитесь у экспертов

Microsoft

Преподаватель курса

Data Cleaning & Processing with Copilot in Excel
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 20.5 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Introduction to the Coursera CommunityЧтение

Introduction to Copilot in Excel

Getting started with Copilot in Excel ЧтениеActivating Excel CopilotВидеоHow to Get Started with Microsoft CopilotЧтениеPerforming basic tasks with CopilotВидеоGuide to performing basic tasks using Copilot in ExcelЧтениеHands-on activity: Activating CopilotЧтениеHands-on activity debrief: Activating CopilotВидеоQuiz: Performing basic tasks using Copilot in ExcelЗадание

Identifying common data errors

Common data errors overviewВидеоCommon data errors and solutionsЧтениеHands-on activity: Identifying errors in datasetsЧтениеHands-on activity debrief: Identifying errors in datasetsВидеоCase studies on common data errorsЧтениеQuiz: Common data errorsЗадание

Addressing data errors with Copilot

Using Copilot to address data errorsВидеоHands-on activity: Correcting data errorsЧтениеHands-on activity debrief: Correcting data errorsВидеоBest practices for data error correctionЧтениеQuiz: Data error correction Задание

Preparing data for analysis

Transpose data for trends analysisВидеоDate-time formatting techniquesВидеоAdvanced data transformation techniquesВидеоHands-on activity: Transforming data for analysisЧтениеHands-on activity debrief: Transforming data for analysisВидеоReflecting on Data Errors and How to Fix Them DIALOGUEQuiz: Data transformationЗаданиеQuiz: Data preparation and error identificationЗадание
02Handling missing values and duplicates16 материалов

Identifying and addressing missing values

Handling missing values: An overviewВидеоHands-on activity: Handling missing values in datasetsЧтениеHands-on activity debrief: Handling missing values in datasets ВидеоQuiz: Missing values handlingЗадание

Removing duplicates

Techniques for removing dataset duplicatesВидеоHands-on activity: Removing duplicates in datasetsЧтениеHands-on activity debrief: Removing duplicates in datasetsВидеоQuiz: Duplicate removalЗадание

Imputing missing values

Applying imputation for missing values ВидеоUseful tips for imputing missing valuesЧтениеDiscussion: Comparison of manual vs. automated imputation techniquesЧтениеHands-on activity: Imputing missing values practiceЧтениеHands-on activity debrief: Imputing missing values practiceВидеоQuiz: Imputing missing valuesЗадание
03Data type conversion and standardization16 материалов

Data type conversion

Data type conversion techniquesВидеоAdvanced data conversion techniquesЧтениеHands-on activity: Practicing data type conversionЧтениеHands-on activity debrief: Practicing data type conversion ВидеоQuiz: Data type conversionЗадание

Data standardization

Standardizing data in ExcelВидеоHands-on activity: Standardizing data practiceЧтениеHands-on activity debrief: Standardizing data practiceВидеоQuiz: Data standardizationЗадание

Data normalization

Data normalization techniquesВидеоNormalization methods in ExcelЧтениеHands-on activity: Data normalization practiceЧтениеHands-on activity debrief: Data normalization practiceВидеоQuiz: Data normalizationЗаданиеReflecting on Data Type Conversion and Standardization DIALOGUE
04Text manipulation and column operations17 материалов

Text manipulation techniques

Text manipulation in ExcelВидеоText functions overviewЧтениеText manipulation in large datasetsВидеоHands-on activity: Practicing text manipulationЧтениеHands-on activity debrief: Practicing text manipulationВидеоQuiz: Text manipulationЗадание

Column merging and splitting

Merging and splitting columnsВидеоAdvanced column operationsВидеоHands-on activity: Practicing column operationsЧтениеHands-on activity debrief: Practicing column operationsВидеоQuiz: Column operationsЗадание

Advanced text manipulation

Advanced text functions ВидеоHands-on activity: Advanced text manipulation practiceЧтениеHands-on activity debrief: Advanced text manipulation practiceВидеоQuiz: Advanced text manipulationЗаданиеReflecting on Text Manipulation and Column Operations DIALOGUEQuiz: Text manipulation and column operationsЗадание
05Prompt development for data analysis workflow17 материалов

Structuring data analysis workflows

Understanding data workflowsЧтениеData workflows in action ВидеоHands-on activity: Structuring workflows with promptsЧтениеHands-on activity debrief: Structuring workflows with promptsВидеоDiscussion: Optimizing data workflows with promptsЧтениеQuiz: Structuring data analysis workflowsЗадание

Prompt optimization for data analysis workflows

Optimizing prompts for improved data workflows ВидеоMastering prompting: Best practices for efficient data workflows using Copilot in ExcelЧтениеHands-on activity: Optimizing data analysis workflowsЧтениеHands-on activity debrief: Optimizing data analysis workflowsВидеоPractice quiz: Prompt optimization for data analysis workflowsЗаданиеQuiz: Prompt development for data analysis workflowЗадание
Reflecting on Missing Values and Duplicate DataDIALOGUE
Quiz: Handling missing values and duplicatesЗадание
Quiz: Data type conversion and standardization Задание
Cumulative project: DiscussionЧтение
Cumulative project: Data processing Взаимная проверка
Cumulative project debrief: Data processingВидео
Reflecting on Prompt Design for Data Analysis Workflows DIALOGUE
Preparing a Sales Dataset for Analysis Using Copilot in Excel DIALOGUE