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Data Science and Big Data Curriculum

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Phase 2 Innovation Analytics: Data Quality
Posted inData Science and Big Data Curriculum Innovation Analytics

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…
Posted by Steve Todd April 26, 20121
Phase 2 Innovation Analytics: Exploring the Data
Posted inData Science and Big Data Curriculum Innovation Analytics

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…
Posted by Steve Todd April 12, 2012
Phase 2 Innovation Analytics: ELT
Posted inData Science and Big Data Curriculum Innovation Analytics

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…
Posted by Steve Todd April 9, 2012
Phase 2 Innovation Analytics: Data Preparation
Posted inData Science and Big Data Curriculum Innovation Analytics

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…
Posted by Steve Todd March 29, 2012
Phase 1 Innovation Analytics: Creating the Analytics Plan
Posted inData Science and Big Data Curriculum Innovation Analytics

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…
Posted by Steve Todd March 26, 20121
Phase 1 Innovation Analytics: Hypothesis Generation
Posted inData Science and Big Data Curriculum Innovation Analytics

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…
Posted by Steve Todd March 14, 2012
Phase 1 Innovation Analytics
Posted inData Science and Big Data Curriculum Innovation Analytics

Phase 1 Innovation Analytics

How do you analyze innovation at a large multi-national corporation? I've been using the Data Analytics Life Cycle (depicted below): These steps have helped me to internally construct a strategy…
Posted by Steve Todd March 5, 2012
A Strategy for Innovation Analytics
Posted inData Science and Big Data Curriculum Innovation Analytics

A Strategy for Innovation Analytics

Using analytics to improve innovation processes is, well, innovative in and of itself. I spoke with Tom Davenport last week about using analytics to understand innovation. While my own company…
Posted by Steve Todd March 1, 20122

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Steve Todd

Steve is an Inventor and author of the high-tech books "Innovate With Influence" and "Innovate With Global Influence". He has also authored the book "The Seven Stairs: Prepare for Prayer"

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Steve Todd

Steve is an Inventor and author of the high-tech books "Innovate With Influence" and "Innovate With Global Influence". He has also authored the book "The Seven Stairs: Prepare for Prayer"

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  • RetirementApril 23, 2024
    One of my co-workers at EMC always wanted to be an EMC Fellow. He said,…
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    Perhaps the most surprising, never-saw-it-coming event of my career was the decision to start a…
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