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Data-Driven Process Improvement · LearnSpace
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Data-Driven Process Improvement

Курс от University at Buffalo, The State University of New York
Начальный≈ 8.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By the end of this course, learners are empowered to implement data-driven process improvement objectives at their organization. The course covers: the business case for IoT (Internet of Things), the strategic importance of aligning operations and performance goals, best practices for collecting data, and facilitating a process mapping activity to visualize and analyze a process’s flow of materials and information. Learners are prepared to focus efforts around business needs, evaluate what the organization should measure, discern between different types of IoT data and collect key performance indicators (KPIs) using IoT technology. Learners have the opportunity to implement process improvement objectives in a mock scenario and consider how the knowledge can be transferred to their own organizational contexts. Material includes online lectures, videos, demos, project work, readings and discussions. This course is ideal for individuals keen on developing a data-driven mindset that derives powerful insights useful for improving a company’s bottom line. It is helpful if learners have some familiarity with reading reports, gathering and using data, and interpreting visualizations. It is the first course in the Data-Driven Decision Making (DDDM) specialization. To learn more about the specialization, check out a video overview at https://www.youtube.com/watch?v=Oi4mmeSWcVc&list=PLQvThJe-IglyYljMrdqwfsDzk56ncfoLx&index=11.

Навыки, которые вы освоите

Data CollectionProcess MappingData StrategyOperational Performance ManagementBusiness ProcessProcess Improvement and OptimizationData CaptureProcess Flow DiagramsBusiness PrioritiesPerformance AnalysisProcess ImprovementProcess DesignBusiness Process ImprovementPerformance ImprovementProcess AnalysisBusiness Process ModelingData-Driven Decision-MakingPerformance MeasurementPlan ExecutionData Validation

Программа курса

4 модулей · 40 учебных материалов

01Operations and Performance Goals15 материалов

Introduction and Acknowledgements

Introduction to Data-Driven Process ImprovementВидеоWelcome Message and Course Overview ЧтениеAcknowledgementsЧтение

Alignment Failure

Alignment FailureВидео

Учитесь у экспертов

Peter Baumgartner

Operational Excellence Director

Akshay Sivadas

Co-Founder and CEO, Quicware

Data-Driven Process Improvement
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Обучение на Coursera

≈ 8.9 ч

4 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
Alignment 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 ScenarioЧтениеOperations and Performance Goals AssessmentЗаданиеJustifying KPI Inclusion/OmissionОбсуждение
02Data Collection10 материалов

Internet of Things (IoT) Data

IoT DataВидеоIoT Resources (Optional)Чтение

Strategy

StrategyВидеоStrategy Resources (Optional)Чтение

Question Your Data

Question Your DataВидеоQuestion Your Data Resources (Optional)Чтение

IoT Key Performance Indicators (KPIs)

IoT KPIsВидеоDan Gerena Discusses KPIsВидеоIoT KPIsЧтение

Data Collection Assessment

Data Collection OpportunitiesЗадание
03Process Mapping12 материалов

Overview

OverviewВидеоProcess 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

Process Mapping Assessment

Process Mapping Assessment ScenarioЧтениеProcess Mapping AssessmentЗаданиеProcess Mapping ChallengesОбсуждение
04Project: Data-Driven Process Improvement3 материалов

Project: Data-Driven Process Improvement

Project: IntroductionВидеоProject: Data-Driven Process ImprovementВидеоData-Driven Process ImprovementВзаимная проверка