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Transforming with Data Analytics and Organization · LearnSpace
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Transforming with Data Analytics and Organization

Курс от University of Maryland, College Park
Начальный≈ 7.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Every modern organization is a digital organization or will rapidly become digital. Artificial intelligence, Google/Amazon/Facebook/Uber, and big data have dramatically raised customer expectations and demand. Organizations that are effective in using data will win in the economies of the mid-21st century. These must-have core competencies include data analysis, machine learning, data visualizations, data mining, and predictive analytics, and deep learning. Organizations that won't or can't digitally transform will go the way of Blockbuster or Border's Bookstore. The organization that better harnesses the power of data to create a superior customer experience will thrive in the new business realities. The question is, how does an organization digitally transform? There are many digital technologies for organizations to choose from - too many choices! And digital technologies are only part of creating a digital organization. The employees must be trained in the new technologies, leaders must learn how to use data in making strategic decisions, and the organization's business processes must be reinvented. So many choices to make and the stakes have never been higher! This course will give you a framework to help you successfully navigate the challenges posed by digital transformation. First, we will discuss how to use the organization's dynamic capabilities to start the digital transformation. Second, we will use fitness landscapes to build a competitive digital business model. Finally, we will implement a strategic foresight function to help evolve the digital business model for the organization's continued success.

Навыки, которые вы освоите

Digital TransformationOrganizational StrategyMachine Learning SoftwareCustomer InsightsAnalyticsApplied Machine LearningBusiness StrategyOrganizational ChangeMachine LearningWorkforce DevelopmentBusiness TransformationData-Driven Decision-MakingBusiness ModelingStrategic Decision-MakingTechnology StrategiesCompetitive AnalysisInnovationCustomer experience improvement

Программа курса

5 модулей · 76 учебных материалов

01Week 1: The Digital Enterprise20 материалов

Welcome to Introduction to Transforming with Data Analytics and the Digital Organization

Orientation and Welcome!ЧтениеCourse SyllabusЧтениеFAQsЧтение

1.1 The Case for Digital Transformation

1.1.0 The Case for Digital Transformation VideoВидео

Учитесь у экспертов

William A. Brantley

Преподаватель курса

Transforming with Data Analytics and Organization
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Обучение на Coursera

≈ 7.5 ч

5 модулей

Язык: Английский

Субтитры: Казахский

Часть программы вашего университета
1.1.1 The Case for Digital Transformation Summary PointsЧтение
1.1.2 The Case for Digital Transformation Knowledge CheckЗадание

1.2 What are the New Digital Technologies

1.2.0 What are the New Digital Technologies VideoВидео1.2.1 What are the New Digital Technologies Summary PointsЧтение1.2.2 What are the New Digital Technologies Knowledge CheckЗадание

1.3 Why Being Digital is More Than the Technology

1.3.0 Why Digital is More Than the Technology VideoВидео1.3.1 Why Digital is More Than the Technology Summary PointsЧтение1.3.2 Why Digital is More Than the Technology Knowledge ChecksЗадание

1.4 Customer Experience is the Heart of Digital Transformation

1.4.0 Customer Experience is the Heart of Digital Transformation VideoВидео1.4.1 Customer Experience is the Heart of Digital Transformation Summary PointsЧтение1.4.2 Customer Experience is the Heart of Digital Transformation Knowledge ChecksЗадание

1.5 Assessing Your Organization for Digital Transformation

1.5.0 Assessing Your Organization for Digital Transformation VideoВидео1.5.1 Assessing Your Organization for Digital Transformation Summary PointsЧтение1.5.2 Assessing Your Organization for Digital Transformation Knowledge ChecksЗадание

Week 1 Quiz

Week 1 QuizЗадание

Week 1 References

Week 1 ReferencesЧтение
02Week 2: Dynamic Capabilities17 материалов

2.1 What are Dynamic Capabilities?

2.1.0 What are Dynamic Capabilities? VideoВидео2.1.1 What are Dynamic Capabilities? - Summary PointsЧтение2.1.2 What are Dynamic Capabilities? - Knowledge ChecksЗадание

2.2 Finding Your Organization's Dynamic Capabilities

2.2.0 Finding Your Organization's Dynamic Capabilities - VideoВидео2.2.1 Finding Your Organization's Dynamic Capabilities - Summary PointsЧтение2.2.2 Finding Your Organization's Dynamic Capabilities - Knowledge CheckЗадание

2.3 Building Digital Dynamic Capabilities

2.3.0 Building Digital Dynamic Capabilities - VideoВидео2.3.1 Building Digital Dynamic Capabilities - Summary PointsЧтение2.3.2 Building Digital Dynamic Capabilities - Knowledge ChecksЗадание

2.4 Building Networks of Dynamic Capabilities

2.4.0 Building Networks of Dynamic Capabilities - VideoВидео2.4.1 Building Networks of Dynamic Capabilities - Summary PointsЧтение2.4.2 Building Networks of Dynamic Capabilities - Knowledge ChecksЗадание

2.5 Dynamic Capabilities Case Study

2.5.0 Dynamic Capabilities Case Study - VideoВидео2.5.1 Dynamic Capabilities Case Study - Summary PointsЧтение2.5.2 Dynamic Capabilities Case Study- Knowledge ChecksЗадание

Week 2 Quiz

Week 2 QuizЗадание

Week 2 References

Week 2 Reference ListЧтение
03Week 3: Fitness Landscapes17 материалов

3.1 What is a Fitness Landscape?

3.1.0 What is a Fitness Landscape? - VideoВидео3.1.1 What is a Fitness Landscape? - Summary PointsЧтение3.1.2 What is a Fitness Landscape? - Knowledge ChecksЗадание

3.2 Dynamic Capabilities and the Fitness Landscape

3.2.0 Dynamic Capabilities and the Fitness Landscape VideoВидео3.2.1 Dynamic Capabilities and the Fitness Landscape - Summary PointsЧтение3.2.2 Dynamic Capabilities and the Fitness Landscape - Knowledge CheckЗадание

3.3 Blending Data Analysis Technologies with Social Technologies

3.3.0 Blending Data Analysis Technologies with Social Technologies - VideoВидео3.3.1 Blending Data Analysis Technologies with Social Technologies - Summary PointsЧтение3.3.2 Blending Data Analysis Technologies with Social Technologies - Knowledge ChecksЗадание

3.4 Evaluating Your Fitness Landscape Business Model

3.4.0 Evaluating Your Fitness Landscape Business Model - VideoВидео3.4.1 Evaluating Your Fitness Landscape Business Model - Summary PointsЧтение3.4.2 Evaluating Your Fitness Landscape Business Model - Knowledge CheckЗадание

3.5 Profiling Your Competition's Fitness Landscape Business Model

3.5.0 Profiling Your Competition's Fitness Landscape Business Model - VideoВидео3.5.1 Profiling Your Competition's Fitness Landscape Business Model - Summary PointsЧтение3.5.2 Profiling Your Competition's Fitness Landscape Business Model - Knowledge CheckЗадание

Week 3 Quiz

Week 3 QuizЗадание

Week 3 References

Week 3 Reference ListЧтение
04Week 4: Strategic Foresight17 материалов

4.1 Strategic Foresight Case Study

4.1.0 Strategic Foresight Case Study - VideoВидео4.1.1 Strategic Foresight Case Study - Summary PointsЧтение4.1.2 Strategic Foresight Case Study - Knowledge CheckЗадание

4.2 Scanning Your Organization's Environment

4.2.0 Scanning Your Organization's Environment - VideoВидео4.2.1 Scanning Your Organization's Environment - Summary PointsЧтение4.2.2 Scanning Your Organization's Environment - Knowledge CheckЗадание

4.3 Preparing and Facilitating the Scenario Planning Workshop

4.3.0 Preparing and Facilitating the Scenario Planning Workshop - VideoВидео4.3.1 Preparing and Facilitating the Scenario Planning Workshop - Summary PointsЧтение4.3.2 Preparing and Facilitating the Scenario Planning Workshop - Knowledge CheckЗадание

4.4 Using Scenarios in Strategic Planning

4.4.0 Using Scenarios in Strategic Planning - VideoВидео4.4.1 Using Scenarios in Strategic Planning - Summary PointsЧтение4.4.2 Using Scenarios in Strategic Planning - Knowledge CheckЗадание

4.5 Building the Digital Enterprise Business Model with Dynamic Capabilities, Fitness Landscapes, and Strategic Foresight

4.5.0 Building the Digital Enterprise Business Model with Dynamic Capabilities, Fitness Landscapes, and Strategic Foresight - VideoВидео4.5.1 Building the Digital Enterprise Business Model with Dynamic Capabilities, Fitness Landscapes, and Strategic Foresight - Summary PointsЧтение4.5.2 Building the Digital Enterprise Business Model with Dynamic Capabilities, Fitness Landscapes, and Strategic Foresight - Knowledge CheckЗадание

Week 4 Quiz

Week 4 QuizЗадание

Week 4 References

Week 4 Reference ListЧтение
05Final Exam5 материалов

Final Exam

Final ExamЗадание

Thank you! Now Will You Continue?

Don't Forget to Claim You Some PDUs!ЧтениеContinue Your Education with UMD!Чтение

Graded Feedback Survey (Get Points!)

Five Stars Please :)ЧтениеClass-Central Feedback QuizЗадание