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Exploration to elimination: CIO road map for adaptive technology portfolios

CIO

Enter the Technology Investment Matrix — a holistic approach that spans four key phases: exploration, exploitation, evolution, and elimination. The Technology Investment Matrix isn’t just a framework — it’s a mindset that empowers IT leaders to build adaptive technology portfolios that balance innovation with practicality.

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What is NLP? Natural language processing explained

CIO

Patents, product specifications, academic publications, market research, news, not to mention social media feeds, all have text as a primary component and the volume of text is constantly growing. SpaCy , an open-source library for advanced natural language processing explicitly designed for production use rather than research.

Algorithm 533
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An Important Guide To Unsupervised Machine Learning

Smart Data Collective

DBSCAN Clustering – Market research, Data analysis. DBSCAN real-life examples include: market research; pattern recognition; data analysis; image processing, and others. Singular Value Decomposition (SVD) is an effective method widely used for working with the matrix. The shape is then considered a cluster.

Learning 363
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Gen AI without the risks

CIO

Tools like Intel® Distribution of OpenVINO™ toolkit manage optimization and create hardware-aware inference engines that take advantage of host accelerators like integrated GPUs, Intel® Advanced Matrix Extensions (Intel® AMX), and Intel® Advanced Vector Extensions 512 (Intel® AVX-512). Learn more. [1]

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7 tough IT security discussions every IT leader must have

CIO

The value of addressing cybersecurity issues through ongoing discussions is getting corporate alignment on effective and robust strategies, says Roger Albrecht, co-lead of the cybersecurity unit at technology research and advisory firm ISG.

Security 533
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A Guide to Using a Keyword Matrix to Elevate Your Keyword Research

SpyFu

It’s also where a keyword matrix can make your life so much easier. A well-constructed keyword matrix is a necessary research tool for a business that’s growing their SEO strategy beyond a handful of keywords. What is a keyword matrix? In this post, we’ll build a keyword matrix for a budding content strategy together.

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Hybrid meetings: 5 best practices for better outcomes

CIO

Embrace collaboration platforms,” says Maryia Krauchanka, chief research officer at Cloverleaf.me, a coaching automation company. If you bring an activity, though, then say, ‘Let’s do a two-by-two matrix and we’re going to decide together by voting’ — that way, you ensure participation,” Kalbach says.