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Exploration to elimination: CIO road map for adaptive technology portfolios

CIO

This stark reality underscores a critical challenge facing CIOs: building and maintaining a technology portfolio that’s not just cutting-edge but also delivers tangible value. Enter the Technology Investment Matrix — a holistic approach that spans four key phases: exploration, exploitation, evolution, and elimination.

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How H&M integrates tech into its stores

CIO

Matrix of value streams After assessing what was needed, it became a hybrid, with agile in product teams structured around larger platforms. Early out with AI To ensure success, sharp market analysis and iron control of production is required. “So then we entered the next phase, which is what we’re in now.”

Matrix 431
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What is NLP? Natural language processing explained

CIO

Search engines, machine translation services, and voice assistants are all powered by the technology. Apply the technology to voice and the pool gets even larger. It uses sentiment analysis, part-of-speech extraction, and tokenization to parse the intention behind the words. This Amazon service doesn’t require ML experience.

Algorithm 533
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IT leaders’ AI talent needs hinge on reskilling

CIO

CIOs and HR managers are changing their equations on hiring and training, with a bigger focus on reskilling current employees to make good on the promise of AI technologies. After all, with AI technologies developing rapidly, flexibility will be key, TE Connectivity’s Sagar says.

IT 497
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An Important Guide To Unsupervised Machine Learning

Smart Data Collective

Cluster analysis is aimed at classifying objects into groups called clusters on the basis of the similarity criteria. Overall, clustering is a common technique for statistical data analysis applied in many areas. DBSCAN Clustering – Market research, Data analysis. Clustering – Exploration of Data.

Learning 363
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Stakeholder management: Your guide to influencing project outcomes

CIO

As Samir Datt, global technology strategy and architecture lead with the consultancy Protiviti, explains: “Stakeholder management to me, in its most basic form, is having the structure, processes, and relationships to make sure we’re getting from stakeholders the important priorities, risks, and metrics needed to successfully complete a project.

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The DX roadmap: David Rogers on driving digital transformation success

CIO

A major reason so many digital transformation programs fail is that enterprises view them as technology problems rather than the organizational challenges they truly are. They then do a lot of analysis on their own and plot a business case for one or more options they might pursue. To me there are three areas that are equally critical.

Matrix 488