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Data-Driven Business Analysis · LearnSpace
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Data-Driven Business Analysis

Курс от Coursera
Уровень не указан≈ 14 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Data-Driven Business Analysis equips you with an end-to-end, consultant-ready workflow for turning complex business questions into measurable, evidence-based recommendations. By the end of this course, you’ll be able to analyze business processes (including AI-enabled automation opportunities), define scope and requirements, run a gap analysis from current to future state, synthesize stakeholder input into formal findings, design KPI frameworks that reflect real outcomes, and integrate data from multiple enterprise systems to support performance analysis. The result is a practical skillset for connecting process, data, and decisions in the way stakeholders expect. What makes this course unique is its multi-partner perspective—SkillUp, Packt, University at Buffalo, Starweaver, and Coursera—spanning strategy, requirements, collaboration, measurement, and integration. You’ll experience different terminology and approaches on purpose, so you practice translating across stakeholder “languages” (process, requirements, KPI, data strategy) just like in real client work. Across seven modules, you’ll progress from opportunity discovery to structured planning, evidence gathering, KPI design, data integration, and process mapping—building a complete toolkit you can reuse across industries and project types.

Навыки, которые вы освоите

Requirements ManagementGap AnalysisOperational AnalysisProcess MappingRequirements AnalysisBusiness AnalysisKey Performance Indicators (KPIs)Scope ManagementWork Breakdown StructureBusiness Process AutomationData IntegrationBusiness ProcessProject ScopingData StrategyRequirements ElicitationProcess AnalysisProcess DesignPerformance MeasurementPerformance MetricPerformance Analysis

Программа курса

9 модулей · 94 учебных материалов

01Start Here: Get Oriented and Check Your Skills2 материалов
Start Here: How This Skill-Based Course WorksЧтениеSkill Diagnostic: Find Your Recommended Starting PointЗадание
02Foundations of Generative AI and Automation16 материалов

Understanding AI and Automation

What is Generative AI?Видео

Учитесь у экспертов

Professionals from the Industry

Преподаватель курса

Data-Driven Business Analysis
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 14 ч

9 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
AI versus Traditional AutomationВидео
Reading: Key Terms in AI AutomationPLUGIN
Business Process BasicsВидео
Practice Quiz: Understanding AI and AutomationЗадание

Types of AI-Powered Automation

Text Automation with Generative AIВидеоVisual Automation Using AIВидеоReading: Code and Development Automation Using AIPLUGINData Analysis Automation Using AIВидеоPractice Quiz: Types of AI-Powered Automation Задание

Applications of AI

Reading: How to Identify Automation OpportunitiesPLUGINApplication of AI Automation in Business ScenariosВидеоReading: Business Use Cases for AI AutomationPLUGINLab: Identify Automation OpportunitiesPLUGINPractice Quiz: Applications of AIЗадание

Module Summary and Assessment

Module Summary: Foundations of Generative AI and AutomationЧтение
03Manage Scope and Requirements4 материалов

Manage Scope and Requirements

Introduction to the Course 'Managing IT Project Scope, Schedule, and Resources'ЧтениеFull Specialization ResourcesЧтениеCollecting Requirements and Defining ScopeВидеоCreating the Work Breakdown Structure (WBS)Видео
04Operations and Performance Goals10 материалов

Alignment Failure

Alignment FailureВидеоAlignment Failure Resources (Optional)Чтение

Business Needs

Business NeedsВидеоDan Gerena Discusses the Data Strategy JourneyВидеоBusiness Needs Resources (Optional)Чтение

Gap Analysis

Gap AnalysisВидеоGap Analysis Resource (Optional)Чтение

Plan Execution

Plan ExecutionВидеоPlan Execution Resources (Optional)Чтение

Operations and Performance Goals Assessment

Operations and Performance Goals Assessment ScenarioЧтение
05Elicitation and Collaboration19 материалов

Elicitation and collaboration

Prepare for elicitation part 1ВидеоPrepare for elicitation part 2ВидеоConduct elicitationВидеоTechnique interviews part 1ВидеоTechnique interviews part 2ВидеоA case study interview guide part 1ВидеоA case study interview guide part 2ВидеоElicitation, technique reviewsЗаданиеTechnique focus groupsВидеоTechnique collaborative gamesВидеоTechnique brainstormingВидеоTechnique workshopsВидеоTechnique mindmappingВидеоTechnique brainstorming, mindmappingЗаданиеTechnique decision modelling part 1ВидеоTechnique decision modelling part 2ВидеоConfirm elicitation resultsВидеоCommunicate business analysis informationВидеоManage stakeholder collaborationВидео
06Introduction to KPIs: Measuring Success in Business 18 материалов

Understanding KPIs

What are KPIs ВидеоTypes of KPIs ВидеоEvolution of KPIs ВидеоRisks and challenges of KPIs ВидеоThe Importance of Key Performance Indicators (KPIs) ЧтениеKPI FundamentalsЗадание

Selecting and Implementing KPIs

Choosing the right KPIsВидеоSetting KPI targetsВидеоImplementing KPIsВидеоA Guide to Selecting and Implementing Key Performance Indicators ЧтениеKPI Selection and ImplementationЗадание

Analyzing and acting on KPIs

Analyzing KPI data ВидеоReporting KPIs ВидеоImpact of KPIs on individual performance or work roles ВидеоActing on KPI insights ВидеоCongratulations and Continuous Learning JourneyВидеоHow to Analyze Your Key Performance Indicators (KPIs) and Take Action Чтение
07Data Integration15 материалов

Data Integration Patterns

Introduction to Data Integration and PatternsВидеоPoint-to-Point Integration PatternВидеоExtract Transform Load Integration PatternВидеоActivity: ETL with Power BI SimulationPLUGINPractice Quiz: Data Integration PatternsЗадание

Connectors & Integration Mechanism

Introduction to Data ConnectorsВидеоDatabase ConnectorsВидеоConnectors Supplement ЧтениеLab: Consuming REST APIs with Power BI SimulationPLUGINPractice Quiz: Connectors and Integration MechanismsЗадание

Data Integration Deep Dive

Security and Technical ArchitectureВидеоOverview of Data Integration Tools ВидеоData Integration Operations ManagementВидеоPractice Quiz: Data Integration Deep DiveЗадание

Summary and Assessment

Summary and Highlights: Introduction to Data IntegrationЧтение
08Process Mapping8 материалов

Overview

Process Mapping Overview Resources (Optional)Чтение

Application

ApplicationВидеоApplication Resources (Optional)Чтение

Current State

Current StateВидеоCurrent State Resources (Optional)Чтение

Prioritize Data Gaps and Create Future State Map

Prioritize Data Gaps and Create Future State MapВидеоDan Gerena Discusses the Future of Business IntelligenceВидеоPrioritize Data Gaps and Create Future State Map Resources (Optional)Чтение
09Data-Driven Business Analysis Assessment2 материалов

Lesson

Learner Expectations for Skill AssessmentЧтениеAssessmentЗадание
KPI Analysis and Action PlanningЗадание