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The key to operational AI: Modern data architecture

CIO

Recent research shows that 67% of enterprises are using generative AI to create new content and data based on learned patterns; 50% are using predictive AI, which employs machine learning (ML) algorithms to forecast future events; and 45% are using deep learning, a subset of ML that powers both generative and predictive models.

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How Genetic Algorithms and Machine Learning Apply to Investments

Smart Data Collective

Learn how genetic algorithms and machine learning can help hedge fund organizations manage a business. This article looks at how genetic algorithms (GA) and machine learning (ML) can help hedge fund organizations. Modern machine learning and back-testing; how quant hedge funds use it. Machine learning tests.

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Dulling the impact of AI-fueled cyber threats with AI

CIO

It can also create cyber threats that are harder to detect than before, such as AI-powered malware, which can learn from and circumvent an organization’s defenses at breakneck speed. Then there’s reinforcement learning, a type of machine learning model that trains algorithms to make effective cybersecurity decisions.

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DirectX Visualization Optimizes Analytics Algorithmic Traders

Smart Data Collective

Learn how DirectX visualization can improve your study and assessment of different trading instruments for maximum productivity and profitability. A growing number of traders are using increasingly sophisticated data mining and machine learning tools to develop a competitive edge.

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10 top priorities for CIOs in 2025

CIO

Take advantage of agentic AI From simple tasks such as generating and distributing content, to more complex use cases such as orchestrating enterprise software, AI agents are transforming industries, states Gary Bailey, CIO at Phillips Edison & Co., owner and operator of grocery-anchored neighborhood shopping centers.

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Algorithmic Trading Communities Show the Benefits of AI

Smart Data Collective

A growing number of traders are taking advantage of AI technology to make more informed trading decisions. Some use machine learning technology to create models that more accurately predict price movements. Some use machine learning technology to create models that more accurately predict price movements. from 2022 to 2027.

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An Important Guide To Unsupervised Machine Learning

Smart Data Collective

Machines, artificial intelligence (AI), and unsupervised learning are reshaping the way businesses vie for a place under the sun. With that being said, let’s have a closer look at how unsupervised machine learning is omnipresent in all industries. What Is Unsupervised Machine Learning? Well, machine learning is almost the same.

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