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Introduction to Business Analytics: Communicating with Data · LearnSpace
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Introduction to Business Analytics: Communicating with Data

Курс от University of Illinois Urbana-Champaign
Начальный≈ 13.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course introduces students to the science of business analytics while casting a keen eye toward the artful use of numbers found in the digital space. The goal is to provide businesses and managers with the foundation needed to apply data analytics to real-world challenges they confront daily in their professional lives. Students will learn to identify the ideal analytic tool for their specific needs; understand valid and reliable methods for collecting, analyzing, and visualizing data; and utilize data to inform decision-making for their agencies, organizations, or clients. The course also examines the rapidly evolving role of artificial intelligence in analytics, with a focus on using AI as a drafting partner while keeping human judgment and accountability firmly in the loop.

Навыки, которые вы освоите

Data StorytellingData PresentationDecision IntelligenceExploratory Data AnalysisBusiness AnalyticsResponsible AIUnstructured DataBusiness CommunicationDashboardData LiteracyData EthicsStrategic CommunicationData-Driven Decision-MakingAnalyticsData AnalysisStorytellingPresentationsData VisualizationArtificial IntelligenceAnalytical Skills

Программа курса

4 модулей · 59 учебных материалов

01Course Introduction and Module 1: Structuring Insights: Data Storytelling Foundations and Frameworks22 материалов

About the Course

Meet Professor Unnati NarangВидеоCourse IntroductionВидеоSyllabusЧтениеGlossaryЧтение

Учитесь у экспертов

Unnati Narang

Assistant Professor of Business Administration and John M. Jones Fellow of Marketing and Deloitte Scholar

Introduction to Business Analytics: Communicating with Data
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≈ 13.3 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
People and Brands ReferencedЧтение
About the Discussion ForumsЧтение
AI Transparency StatementЧтение
Orientation QuizЗадание
Online Education at Gies College of BusinessЧтение
Welcome! Please Tell Us About YourselfPLUGIN

About Your Classmates

Getting to Know Your ClassmatesОбсуждениеUpdate Your ProfileЧтение

Module 1 Overview

Module 1 OverviewЧтениеModule 1 ReadingsЧтение

Module 1 Lectures

Module Introduction: Why Data Storytelling MattersВидеоCore Concepts: Data Visualization and Data StorytellingВидеоHistorical View and Examples of Powerful Data Visuals ВидеоCommunication Framework Part 1: Pyramid PrincipleВидеоCommunication Framework Part 2: SCQAВидеоApplying Communications Frameworks : Retail ExampleВидеоAdditional Frameworks: McKinsey-Style Storyline Decks and ABTВидео

Module 1 Graded Activities

Data Storytelling Foundations and Frameworks: QuizЗадание
02Module 2: Gaining Insights from Data: Exploration, Visualization, and Iteration12 материалов

Module 2 Overview

Module 2 OverviewЧтениеModule 2 ReadingsЧтение

Module 2 Lectures

Module Introduction: The Process of Generating Insights from Data ВидеоFrom Perception to Design (Part 1): How People Process Visual InformationВидеоFrom Perception to Design (Part 2): Choosing Effective Visual EncodingsВидеоData Exploration: Making Sense of Raw DataВидеоData Visualization Tools: An Overview of the EcosystemВидеоFrom Spreadsheet to Story (Excel): Creating Executive-Ready VisualsВидеоFrom Spreadsheet to Story (Python): Creating Executive-Ready VisualsВидеоWhat Good Data Visuals Look Like: Learning from Real ExamplesВидеоPractical Ideas and Anecdotes: Walter Johnson, SynchronyВидео

Module 2 Graded Activities

Gaining Insights from Data: Exploration, Visualization, and Iteration: QuizЗадание
03Module 3: Extending Insights: Visualizing Unstructured and Complex Data11 материалов

Module 3 Overview

Module 3 OverviewЧтениеModule 3 ReadingsЧтение

Module 3 Lectures

Module Introduction: Visualizing Unstructured and Complex DataВидеоWhy Complex Data Requires New Visualization ApproachesВидеоVisualizing Text Data (Part 1): Frameworks for Business InsightВидеоVisualizing Text Data (Part 2): Real-World ApplicationsВидеоVisualizing Location Data (Part 1): Frameworks for Business InsightВидеоVisualizing Location Data (Part 2): Real-World ApplicationsВидеоCombining Data Modalities for Richer InsightsВидеоData Visualization GuardrailsВидео

Module 3 Graded Activities

Extending Insights: Visualizing Unstructured and Complex Data: QuizЗадание
04Module 4: Working with AI: Drafting Visuals and Communicating for Responsible Decision-Making14 материалов

Module 4 Overview

Module 4 OverviewЧтениеModule 4 Readings and Colab Notebook MaterialЧтение

Module 4 Lectures

Module Introduction: AI in Data VisualizationВидеоHuman-in-the-Loop Workflows in Data VisualizationВидеоUsing AI as a Drafting Partner: Generating First VisualsВидеоAI in Data Visualization Tools: Current ApplicationsВидеоAI at Scale: Risk, Responsibility, and GovernanceВидеоThe Analyst’s Role in an AI-Driven WorldВидеоPractical Ideas and Anecdotes - Walter Johnson - SynchronyВидео

Module 4 Graded Activities

Working with AI: Drafting Visuals and Communicating for Responsible Decision-Making: QuizЗадание

Course Wrap-up

Congratulations on completing the course!ЧтениеGet Your Course CertificateЧтениеLearn on Your TermsВидеоHow Was the Course?PLUGIN