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Beyond the hype: Do you really need an LLM for your data?

CIO Business Intelligence

Even basic predictive modeling can be done with lightweight machine learning in Python or R. By embracing a pragmatic and sustainable approach to analytics, we can unlock the true potential of data while minimizing our environmental impact. We already have excellent tools for these tasks.

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What is data analytics? Analyzing and managing data for decisions

CIO Business Intelligence

Diagnostic analytics uses data (often generated via descriptive analytics) to discover the factors or reasons for past performance. Predictive analytics applies techniques such as statistical modeling, forecasting, and machine learning to the output of descriptive and diagnostic analytics to make predictions about future outcomes.

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Real-time Data, Machine Learning, and Results: The Evidence Mounts

CIO Business Intelligence

In the new report, titled “Digital Transformation, Data Architecture, and Legacy Systems,” researchers defined a range of measures of what they summed up as “data architecture coherence.” Data architecture coherence. more machine learning use casesacross the company.

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Embedded BI Can Encourage Data Literacy!

Smarten

Technology research and consulting firm, Gartner, predicts that, ‘By 2023, data literacy will become an explicit and necessary driver of business value, demonstrated by its formal inclusion in over 80% of data and analytics strategies and change management programs.’. The benefits of Embedded BI and Augmented Analytics are numerous.

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How Skullcandy Uses Predictive and Sentiment Analysis to Understand Customers

Sisense

Mark Hopkins is the Chief Information Officer at Park City, Utah based Skullcandy, leading the global IT, Digital, and Customer Service teams. We knew our journey with predictive analytics and sentiment analysis was going to be a gradual progression that would eventually help us understand and better serve our customers.

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CDOs: Your AI is smart, but your ESG is dumb. Here’s how to fix it

CIO Business Intelligence

Investing in data science and AI for sustainability Advanced analytics and AI can unlock new opportunities for sustainability. Predictive modeling can help companies optimize energy consumption, while AI-driven insights can identify supply chain inefficiencies that lead to excessive waste.

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Oshkosh puts digital solutions into overdrive

CIO Business Intelligence

The pandemic falls into the macro-level because we really can’t predict those kinds of events. Micro-level uncertainties, however, are good cases where analytics and AI can be injected to solve a problem. Using the mode, we can predict with a high degree of accuracy whether the part will arrive late or not.