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The AI continuum

CIO

AI’s broad applicability and the popularity of LLMs like ChatGPT have IT leaders asking: Which AI innovations can deliver business value to our organization without devouring my entire technology budget? How you use AI will vary based on the nature of your business, what you produce, and the value you can create with AI technologies.

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What is data analytics? Analyzing and managing data for decisions

CIO

It comprises the processes, tools and techniques of data analysis and management, including the collection, organization, and storage of data. Data analytics has become increasingly important in the enterprise as a means for analyzing and shaping business processes and improving decision-making and business results.

Analytics 338
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Sport analytics leverage AI and ML to improve the game

CIO

Computer vision, AI, and machine learning (ML) all now play a role. Here are three examples of how international sports organizations are using AI and ML to change the way players and coaches approach their sports. Improving player safety in the NFL The NFL is leveraging AI and predictive analytics to improve player safety.

Sport 296
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Why You Should Embrace Machine Learning – You Can’t Afford Not to

Datavail

were unsuccessful in fulfilling their aspirations of implementing Machine Learning (ML) systems in 2021. A ML data model provides users with one of three distinct ML strategies , each of which provides a specific type of business intelligence: descriptive, predictive, and prescriptive. Datavail is here to help.

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Real Insights to Future Business Performance Requires Performance Intelligence Solutions

Perficient

Without insights into future performance, businesses risk stagnation or failure. Once insights to drivers of profitability are realized, predicting future profitability and performance is an increasingly difficult challenge. Performance Intelligence Solutions leverage both Artificial Intelligence and Machine Learning.

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What are decision support systems? Sifting data for better business decisions

CIO

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions. Clinical DSS. ERP dashboards.

System 361
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Improve LLM performance with human and AI feedback on Amazon SageMaker for Amazon Engineering

AWS Machine Learning - AI

We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. The solution uses Amazon SageMaker JumpStart as the core service for model deployment, fine-tuning, and reinforcement learning. For this post, we performed supervised fine-tuning on the Mistral-7B model.