Transforming with Data Analytics and Organization
University of Maryland, College Park via Coursera
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Overview
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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.
Syllabus
- Week 1: The Digital Enterprise
- We start this course off with defining digital transformation and making a case for digitally transforming your organization through data analytics.
- Week 2: Dynamic Capabilities
- The second week describes dynamic capabilities. You will learn how to find or create dynamic capabilities to help the organization more effectively digitally transform. You will also understand the role of your workforce in successfully using dynamic capabilities.
- Week 3: Fitness Landscapes
- The third week explains how to use fitness landscapes to help you choose the right dynamic capabilities and strategies for the organization’s digital transformation. Using fitness landscapes, you will find the best combinations of dynamic capabilities to increase your organization’s competitiveness and customer appeal.
- Week 4: Strategic Foresight
- The last week explains the tools of strategic forecasting and scenario planning. Scenarios help you test combinations of dynamic capabilities to better traverse the fitness landscape toward a more profitable market position. In this week, you will tie all of the course concepts into an actionable framework to help you plan your organization’s digital transformation.
- Final Exam
Taught by
William A. Brantley
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Reviews
5.0 rating, based on 3 Class Central reviews
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The Transforming with Data Analytics and Organization course was an excellent learning experience. The content was clear, concise, and well-structured, making complex topics accessible even for those with limited analytics background. I especially appreciated the use of high-quality visuals and real-world examples, which helped to reinforce key concepts and demonstrate practical applications. The course maintained a great balance between theory and practice, and each module built logically on the last. It provided a solid foundation in understanding how data analytics can drive organizational transformation. I would highly recommend this course to anyone looking to leverage data more effectively in their work.
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Great course! The materials were incredibly interesting and engaging. I really enjoyed how the course seamlessly brought together several key strategies, such as marketing strategies, project management, digital transformation, and change management. It provided a well-rounded approach that made complex topics easy to understand and apply. Highly recommend it to anyone looking to expand their knowledge in these areas!
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I found this course helpful in understanding how companies think about and approach digital transformation in a competitive landscape. It has provided me with a real-world approach to developing competitive data strategies for digital transformation.