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Leveraging user-generated social media content with text-mining examples

IBM Big Data Hub

One of the best ways to take advantage of social media data is to implement text-mining programs that streamline the process. What is text mining? Text analysis takes it a step farther by focusing on pattern identification across large datasets, producing more quantitative results. How does text mining work?

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How process mining improves IT service management to save your business time and money

IBM Big Data Hub

Similarly with ticket reopens: if a ticket is reopened after being resolved, it indicates the need to address an issue with training or IT resources. Auto-discovery tools like process mining — a tool gaining popularity with organizations — does just that. Process mining is an ideal solution to start planning for automation.

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How to unlock a scientific approach to change management with powerful data insights

IBM Big Data Hub

Grasping these opportunities at IBM, we’re increasingly building our specialism in process mining and data analysis tools and techniques we believe to be true ‘game changers’ when it comes to building cultures of continuous change and innovation. CoE = Center of Excellence = Accelerator for Change.

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What is a Cyberattack? Types and Defenses

eSecurity Planet

Cisco Umbrella , analyzing the threat environment for 2022, found that 86% of organizations experienced phishing, 69% experienced unsolicited crypto mining, 50% were affected by ransomware, and 48% experienced some form of information-stealing malware. Educating and training employees is a must-do in modern endpoint security.

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Five open-source AI tools to know

IBM Big Data Hub

When AI algorithms, pre-trained models, and data sets are available for public use and experimentation, creative AI applications emerge as a community of volunteer enthusiasts builds upon existing work and accelerates the development of practical AI solutions. Morgan’s Athena uses Python-based open-source AI to innovate risk management.

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Accelerating scope 3 emissions accounting: LLMs to the rescue

IBM Big Data Hub

USEEIO offers a comprehensive dataset and methodology that merges economic IO analysis with environmental data to estimate the environmental consequences associated with economic activities. Leveraging large pre-trained NLP models with domain adaptation with limited data has potential to support Scope 3 emissions calculation.

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Data science vs data analytics: Unpacking the differences

IBM Big Data Hub

Overview: Data science vs data analytics Think of data science as the overarching umbrella that covers a wide range of tasks performed to find patterns in large datasets, structure data for use, train machine learning models and develop artificial intelligence (AI) applications. Watsonx comprises of three powerful components: the watsonx.ai