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Introduction to Data Analytics · LearnSpace
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Introduction to Data Analytics

Курс от Meta
Начальный≈ 17.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course provides a practical understanding and framework for basic analytics tasks, including data extraction, cleaning, manipulation, and analysis. It introduces the OSEMN cycle for managing analytics projects and you'll examine real-world examples of how companies use data insights to improve decision-making. By the end of this course you will be able to: • Formulate business goals, KPIs and associated metrics • Apply a data analysis process using the OSEMN framework • Identify and define the relevant data to be collected for marketing • Compare and contrast various data formats and their applications across different scenarios • Identify data gaps and articulate the strengths and weaknesses of collected data You don't need marketing or data analysis experience, but should have basic internet navigation skills and be eager to participate. Ideally you have already completed course 1: Marketing Analytics Foundation in this program.

Навыки, которые вы освоите

Data StorytellingData AnalysisExploratory Data AnalysisKey Performance Indicators (KPIs)Data CleansingData CollectionAnalyticsGenerative AIData ManagementData ManipulationBusiness MetricsData QualityPerformance MetricData ModelingData VisualizationMarketing

Программа курса

5 модулей · 105 учебных материалов

01Working with Data23 материалов

Introduction to the Program

Introduction to the ProgramВидеоCourse Introduction VideoВидеоIntroduction to Anke AudenaertВидеоLearner SurveyPLUGIN

Учитесь у экспертов

Anke Audenaert

CEO & Co-Founder Aptly, Adj. Professor, UCLA Anderson School of Management

Introduction to Data Analytics
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Обучение на Coursera

≈ 17.2 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Китайский (Китай), Греческий, Бразильский португальский, Вьетнамский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Азербайджанский, Испанский, Дари, Хинди, Казахский, Венгерский

Часть программы вашего университета
Introduction to Data Analytics Course SyllabusЧтение
Join the Meta Marketing Analytics Community or the Meta Data Analyst Community!Чтение
Review Your Community KnowledgeЗадание
How to be Successful in this ProgramЧтение

What is Data Analytics

Weekly Introduction: What is Data Analytics?ВидеоIntroduction: the Power of DataВидеоWhat Is Data Analytics?ВидеоWhat Does a Data Analyst Do?ВидеоData Analytics vs. Data ScienceЧтениеPractice Quiz: What is Data Analytics?Задание

The OSEMN Framework

A Framework as a Helpful ToolВидеоThe OSEMN FrameworkВидеоStart with a Goal in MindВидеоUnderstand the KPIsВидеоUsing the OSEMN Framework: ExampleВидеоOSEMN Framework OverviewЧтениеPractice Quiz: The OSEMN FrameworkЗаданиеGraded Quiz: Working with DataЗаданиеWeekly Review: Working with DataВидео
02Obtaining and Scrubbing Data23 материалов

Obtaining Data

Introduction: Obtaining and Scrubbing DataВидеоIt's a Data WorldВидеоWhere to Look for DataВидеоCommon Data FormatsВидеоSampled DataВидеоFirst and Third Party DataВидеоEvaluating the Validity of Data SourcesВидеоAn Overview of Helpful Free DatasourcesЧтениеSummary: Validity of DataЧтениеPractice Quiz: Obtaining dataЗадание

Scrubbing Data

Scrubbing Your Data CleanВидеоRemove Duplicate RecordsВидеоFormat Your RecordsВидеоHandle Missing ValuesВидеоCheck for Wrong ValuesВидеоSummary: Scrubbing dataЧтениеPractice Quiz: Scrubbing data

Example Obtaining and Scrubbing Data

A Real World ExampleВидеоCase Study - Obtaining DataВидеоCase Study - Scrubbing DataВидеоActivity: Obtaining and Scrubbing DataЗаданиеGraded Quiz: Obtaining and Scrubbing DataЗаданиеWeekly Review: Obtaining and Scrubbing DataВидео
03Exploring and Modeling Data21 материалов

Exploring Data

Introduction: Exploring and Modeling DataВидеоGetting to Know Your Data BetterВидеоThe Language of DataВидеоCreating VisualizationsВидеоExamine Data DistributionsВидеоExamine Data RelationshipsВидеоFeature EngineeringВидеоSummary: Exploring DataЧтениеPractice Quiz: Exploring dataЗадание

Modeling Data

Make Predictions from Your Data with ModelingВидеоWhat Are Models and Why Use Them?ВидеоHow Do Models Work?ВидеоDifferent Types of ModelsВидеоCommon Model TypesЧтениеPractice Quiz: ModelingЗадание

Example: Exploring and Modeling Data

A Real World ExampleВидеоCase Study - Exploring DataВидеоCase Study - Modeling DataВидеоActivity: Exploring and Modeling DataЗаданиеGraded Quiz: Exploring and Modeling DataЗаданиеWeekly ConclusionВидео
04Interpreting Data21 материалов

Interpreting Data

Introduction: Interpreting DataВидеоAnswer Your Business Question with Your DataВидеоUnderstand the Results of Your ModelВидеоExplain Your FindingsВидеоPractice Quiz: Interpreting Your DataЗадание

Storytelling with Data

The Power of StoriesВидеоExplain, Enlighten, and EngageВидеоTelling a Compelling StoryВидеоSummary Reading: iNterpreting Data & StorytellingЧтениеPractice Quiz: Storytelling with DataЗаданиеActivity: iNterpreting DataЗаданиеGraded Quiz: Interpreting DataЗадание

Application: Using the OSEMN framework

IntroductionВидеоObtaining DataВидеоScrubbing dataВидеоExploring DataВидеоModeling DataВидеоInterpreting DataВидеоComprehensive Activity: Applying OSEMN
05[Optional] GenAI in Data Analytics17 материалов

What Is Generative AI?

Understanding Generative AI: An OverviewВидеоExploring Different GenAI TechnologiesВидеоApplications of Generative AI in BusinessВидеоNavigating the Challenging: Concerns with AIВидеоResponsible AI - AI at MetaЧтениеSummary: Key Takeaways on Generative AIЧтениеPractice Quiz: Understanding Generative AIЗаданиеActivity: Experience the Power of GenAIЗадание

GenAI in Data Analytics

Integrating GenAI with Data AnalyticsВидеоImproving Data Quality and Generation with GenAIВидеоGenAI in Predictive AnalyticsВидеоCase Studies: GenAI in Data AnalyticsВидеоSummary: Key Points on GenAI in Data AnalyticsЧтениеUsing GenAI in Your Data Analytics ProjectsЧтение
Задание
Задание
Weekly Review: Interpreting DataВидео
Congratulations!Видео
Practice Quiz: Understanding GenAI in Data AnalyticsЗадание
Find Out Where You Stand on AIЧтение
Share Your Thoughts!Обсуждение