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Active Learning and Its Benefits to Machine Learning Models

Dataversity

Supervised machine learning (ML) models such as classification models that are trained to predict the outcome of an instance (for example, approve or deny loan) are required to maintain high accuracy in production environment – making sure that there are more true positives, true negatives and fewer false positives, false negatives.

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3 business benefits of stronger security using Zero Trust principles

CIO

Operational technology (OT) organizations face increasing challenges when it comes to cybersecurity. Manufacturing in particular has become a bigger target for bad actors; in fact, it was one of the sectors most impacted by extortion attacks, according to Palo Alto Networks’ 2023 Unit 42 Extortion and Ransomware Report. As Industry 4.0

Security 793
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CIOs in transition: 5 tips for landing your next IT leadership job

CIO

At some point in your career, you’re likely to find yourself in transition, having left an IT leadership job without a new one lined up. Ask your network, and you’ll likely find IT leader peers who have been in a similar situation at least once in their career. It is not who you know, but rather, who knows you,” he says.

IT 488
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What is predictive analytics? Transforming data into future insights

CIO

Predictive analytics definition Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning. As such it can help adopters find ways to save and earn money. from 2022 to 2028.

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Gaining an AI advantage: Not all AIs are created equal

CIO

We have seen a lot of companies promising AI solutions for Cybersecurity in the Cloud, but let’s be clear: when it comes to AI in Cybersecurity, it is important to understand that not all AIs are created equal. Finally, in cybersecurity, AI must analyze and act on data in real-time, matching the pace of user activity.

Advantage 661
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Automation for all—managing and scaling networks has never been easier

CIO

At this time of dynamic business and market changes, uncertainty, and quickly evolving consumption models for IT infrastructure, every IT executive understands the benefits and necessity of network agility. So, it’s no surprise that only a small number of companies have taken advantage of automation.

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12 most popular AI use cases in the enterprise today

CIO

Organizations all around the globe are implementing AI in a variety of ways to streamline processes, optimize costs, prevent human error, assist customers, manage IT systems, and alleviate repetitive tasks, among other uses. And with the rise of generative AI, artificial intelligence use cases in the enterprise will only expand.

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