Data-Driven Decision Making (DDDM) Specialization

This specialization explains why it is important to leverage data when contemplating organizational choices, and supplies the tools at the heart of data-driven decision making (DDDM). Created with the c-suite, directors and senior-level managers in mind, the three-course series explores how technology enables the collection and organization of unprecedented amounts of data, and how to dissect that data to gain powerful insights. Course topics include analyzing process maps for driving improvement, software for maximizing data analysis, statistical process control, creating metrics dashboards and translating data stories, and the connection between operations technology metrics and organizational performance. Content touches on leadership’s role in instituting an internet of things (IoT) strategy in manufacturing and service environments. Lessons feature case studies highlighting ROI achieved through DDDM, and the cultural changes required for success.
To learn more about the specialization, check out a video overview at:

Continuing education units (CEUs) and professional development hours (PDHs) are available through the UB Center for Industrial Effectiveness (UB TCIE) for learners who earn course certificates.
WHAT YOU WILL LEARN

  • Identify gaps in data collection processes needed to drive improvements
  • Compare and contrast data analysis and visualization tools for generating metrics dashboards
  • Define techniques to validate performance metrics and data integrity
  • Prepare and present multiple examples of data-driven decision making
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Applied Analytics and Data for Decision Making (Coursera) Coursera
University at Buffalo,The State University of New York

Applied Analytics and Data for Decision Making (Coursera)

Unlock the power of data-driven decision making with our Applied Analytics and Data for Decision Making course. Gain insights into problem-solving techniques, operational excellence methodologies like ISO, Lean, and Six Sigma, and learn how to ethically leverage data analytics in various industries such as hospitality, manufacturing, and e-commerce.

Jun 8th 2026
4 Weeks
Data Analysis and Visualization (Coursera) Coursera
University at Buffalo,The State University of New York

Data Analysis and Visualization (Coursera)

Embark on a journey to become proficient in Data Analysis and Visualization with our expert-led online course. Whether you're new to the field or looking to enhance your skills, this course will equip you with essential tools and techniques to interpret complex datasets and present them effectively. From understanding statistical process control (SPC) to mastering visualization software, this course is designed for those who want to make data-driven decisions.

Jun 8th 2026
4 Weeks
Operational Context and Data (Coursera) Coursera
University at Buffalo,The State University of New York

Operational Context and Data (Coursera)

Discover how to transform your organization's operational efficiency through data analysis in our 'Operational Context and Data' course. Gain insights into the strategic importance of aligning operations with performance goals, learn best practices for collecting IoT data, and implement process improvement objectives effectively. This course is ideal for professionals looking to enhance their organization’s ability to make informed decisions based on real-time operational data.

Jun 8th 2026
4 Weeks
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