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How Genetic Algorithms and Machine Learning Apply to Investments

Smart Data Collective

Modern machine learning and back-testing; how quant hedge funds use it. This is according to Barclay Hedge founder and President Sol Waksman in his July 2018 statement. Similarly, hedge funds often use modern machine learning and back-testing to analyze their quant models. Machine learning tests. Pre-train tests.

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Generative AI’s change management challenge

CIO Business Intelligence

BCG asked 12,898 frontline employees, managers, and leaders in large organizations around the world how they felt about AI: 61% listed curiosity as one of their two strongest feelings, 52% listed optimism, 30% concern, and 26% confidence. A lot has happened since that last survey on attitudes to AI in 2018.

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What is business analytics? Using data to improve business outcomes

CIO Business Intelligence

Prescriptive analytics is the application of testing and other techniques to recommend specific solutions that will deliver desired business outcomes. The suite of tools included a digital value stream map, safety stock optimizer, inventory corridor report, and planning cockpit. Prescriptive analytics: What do we need to do?

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How Machine Learning Enhances Momentum of Cryptocurrency Price Movements

Smart Data Collective

A 2018 whitepaper from a team of researchers from the University of Copenhagen in Denmark showed that artificial intelligence modeling was more effective at forecasting trends in market prices than conventional benchmarks. You need to carefully organize the data so that it can be tested and trained.

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How Italian CIOs produce value with gen AI

CIO Business Intelligence

Having overcome the initial perplexity about ChatGPT, Maffei tested gen AI in coding activity and found great benefits. The evolution of the chatbot For Alpitour World, the first experiments with traditional AI date back to 2018, conducted in an internal IT laboratory and in a protected research context.

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What AI Means to a Data Scientist

Birst BI

Source: Gartner (April 2018). If your data science resources are strained, here is an example data scientist workflow that leverages Birst to speed up tasks throughout the application development lifecycle – data preparation, model development and testing with R integration, deployment into the business, and governance and management.

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The Countdown to DORA

CIO Business Intelligence

In general, financial institutions are adept at stress tests for determining security and financial stability. It’s a different challenge to extend those kinds of tests to other organizations. To learn more about how Broadcom Software can help you modernize, optimize, and protect your enterprise, contact us here.