Category: Module 1

Course 3 Lessons Managing intelligence effectively can help organizations make effective decisions and obtain the competitive advantage. there are many ways to obtain a competitive advantage and managing intelligence dynamically is one of the best. In this process it is important to avoid “derivation creep.” Similar to “scope creep” in the project management discipline it […]

Course 3 Lessons Standardizing the data enrichment process can help ensure consistency and accuracy in the resulting data. Some of the steps we can take to standardize the data enrichment process: Taking these steps can help to reduce failure. Some commonly encounter failures are: incorrect conclusions, misinterpreted data, poor messaging, missing data sets, poor guidance/requirements, […]

Course 3 Lessons A strategic approach to positioning yourself and organization for handling Dark Data more successfully To position yourself for success with Dark Data, you must be both PRAGMATIC and IDEALISTIC. Benefits of ULEADD There are many project and process management frameworks that have tested and have been in use through over many decades. […]

Course 3 Lessons Data granularity is a measure of the level of detail in a data structure. In time-series dataWe see the most opportunity for impact from data granularity in the 2nd tier (Generative Data) of Dark Data. To position yourself for success with Dark Data, you must be both PRAGMATIC and IDEALISTIC. Benefits of ULEADD […]

Course 3 Lessons The Four Core Principles of Extracting Value from Dark Data Data is generally an engineering disciple however, Extracting value from Dark Data is more of an art that is founded on engineering and scientific principles. Being able to obtain value from Dark Data can be very difficult to do effectively. The purpose […]

Course 2 Lessons LEARN LEARNING what is actually needed, and the actual impacts is critical to being able to begin the evaluation process. You need to LEARN everything about the project constraints and the people that you’re working with. We believe we know what we know, we believe we know what we don’t know, we […]

Course 2 Lessons UnderstandAn in-depth UNDERSTANDING of the expected outcomes, impacts and results at the onset of a deliverable.Asking questions is critical and identifying the reasons behind what’s being delivered. (Who, What, When, etc.) Our competitive advantage resides in our ability to rapidly learn the unknown and the ability to create value from it. How […]

Course 2 Lessons A strategic approach to positioning yourself and organization for handling Dark Data more successfully To position yourself for success with Dark Data, you must be both PRAGMATIC and IDEALISTIC. Benefits of ULEADD There are many project and process management frameworks that have been tested and have been in use through over many […]

Course 1 Lessons Value-focused Definition of Dark Data: Data in any form that has or has not been attained and are needed but are not creating or providing, value or impact. Resultant from poor positioning, inability, illiteracy, obliviousness, or any impacting factor that is unintentional. Value-focused Definition of Data Products: A tool or asset that defines its […]