Arizona State University - Value Creation with Dark Data
- Offered byCoursera
Value Creation with Dark Data at Coursera Overview
Duration | 11 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Value Creation with Dark Data at Coursera Highlights
- Earn a certificate of completion
- Add to your LinkedIn profile
- 1 quiz
Value Creation with Dark Data at Coursera Course details
- What you'll learn
- Learners will gain next level thinking about value creation with Dark Data from a principled approach and demonstrate value creation skills.
- In this course, you will learn next-level thinking about value creation with Dark Data, using a principled approach that demonstrates your ability to use dark data to add value to an end-deliverable
Value Creation with Dark Data at Coursera Curriculum
Course Introduction
Meet the Instructor
Value Creation Overview
Course Description
Instructor Bio
Course Tips and Video Information
Module 1: Dark Data Design Principles
Dark Data Categories With David Hand
The Four Principles of Working With Dark Data
Granularity and Its Impact On Dark Data
Thinking Through Granularity and Avoiding Scope Creep
Designing with a Growth Mindset
Avoiding “Deviation Creep”
Standardizing Dark Data for Data Products
Standardization: Controlling Dark Data
The Difference Between Dynamic Intelligence Layers (DIL) and Data Marts?
Best Management Practices for Dynamic Intelligence Layers (DIL)
Helping Your Team Understand the DIL Approach
Dark Data Principles
Commitment to Granularity
Design for Change
Standardization of Data Enrichment
Dynamic Intelligence Management
Module 2: Foundations for Dark Intelligence and Value Creation
Difference Between Insights and Actionable Intelligence
Structuring Data for Rapid Intelligence Creation
Integrating Intelligence Into a UI
Data Management Overview
Reference and Master Data Management
Metadata Management
Data Quality Management
Insights and Intelligence
Role of Data Management
Optional: DMBOK, Published by DAMA.org
Module 3: Advanced Engineering Capacity Management Project
Background for the Case Study
Objectives and OKRs
Engineering Problems
Paths Solution
Engineering Capacity Management Project Instructions
Project Workbook for Engineering Capacity Management Project
Final Project Check
Your Approach
Help and Progress
Value Creation with Dark Data at Coursera Admission Process
Important Dates
Other courses offered by Coursera
Student Forum
Anything you would want to ask experts?