Phase 4 Innovation Analytics: Finding Boundary Spanners
In previous posts I described the first three phases of the Data Analytics Lifecycle. The fourth phase is where the rubber meets the road. Data Scientists begin running their models…
Phase 3 Innovation Analytics: Longitudinal Studies
This series of posts is describing a cradle-to-grave Data Analytics project using the lifecycle taught at the Data Science and Big Data Analytics course created by EMC. The steps…
Phase 3 Innovation Analytics: Hypothesis Exploration
In a previous post I described a set of hypotheses about innovation at my corporation (EMC). One of the hypotheses focused on the role of a boundary spanner in the…
Phase 3 Innovation Analytics: Model Planning
This series of posts describes the efforts of a team of global data scientists. These data scientists are attempting to measure innovation at a large multi-national corporation. The approach they…
Phase 2 Innovation Analytics: Data Quality
I am blogging my way through the Data Analytics Lifecycle as taught in EMC's Data Science and Big Data Analytics course. I am running a Data Analytics project that employs…
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Phase 2 Innovation Analytics: Exploring the Data
At this point in the series of articles on the Data Analytic Lifecycle, raw data has been identified and imported into a Data Analytics sandbox. The data (a mix of…
Phase 2 Innovation Analytics: ELT
This series of articles describes an analytic lifecycle being used to gain insight into the innovation and research practices of a multi-national corporation (EMC). After creating an analytic plan in…
Phase 2 Innovation Analytics: Data Preparation
There is a massive amount of innovation and research data globally distributed amongst the 50,000+ employees at my corporation (EMC). In this current series of blog posts I've been theorizing…
Phase 1 Innovation Analytics: Creating the Analytics Plan
The finishing touch for Phase 1 of the Data Analytics lifecycle is the creation of an Analytic Plan. In the same way that requirements drive all phases of a software…
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Phase 1 Innovation Analytics: Hypothesis Generation
In this series I have introduced the concept of a Data Analytics lifecycle and began to explain how it guides the analysis of innovation at my corporation (EMC).As with any…