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

AWS Machine Learning - AI

In this post, we share how we analyzed the feedback data and identified limitations of accuracy and hallucinations RAG provided, and used the human evaluation score to train the model through reinforcement learning. To increase training samples for better learning, we also used another LLM to generate feedback scores.

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4 imperatives for making business intelligence work

O'Reilly Media - Data

That’s why decision-makers consider business intelligence their top technology priority. The business intelligence (BI) and data science industries have spent the last couple decades making data access easier, analytic capability more comprehensive, and platforms more scalable. Step 3: Amplify. Step 4: Qualify.

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Sport analytics leverage AI and ML to improve the game

CIO

Risk Mitigation Modeling can then be used to analyze training data and determine a player’s ideal training volume while minimizing injury risk. LaLiga adopts AI and ML for peak performance LaLiga, Spain’s premier football division, is leveraging AI and ML to deliver new insights to players and coaches.

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Business Intelligence Strategy: How to Develop and Document your BI Roadmap

Altexsoft

Business Intelligence is a practice of turning raw data into useful insights. Probably yes, as it’s the most balanced view of the business you can get. Now, let’s talk about your Business Intelligence strategy. establishing Business Intelligence Competency Center that will govern BI software and architecture).

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The ‘Great Retraining’: IT upskills for the future

CIO

When the timing was right, Chavarin honed her skills to do training and coaching work and eventually got her first taste of technology as a member of Synchrony’s intelligent virtual assistant (IVA) team, writing human responses to the text-based questions posed to chatbots.

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A comparative assessment of digital transformation in Italy

CIO

Finally, the flow of AMA reports and activities generates a lot of data for the SAP system, and to be more effective, we’ll start managing it with data and business intelligence.” Therefore, we can directly alert our colleagues on their smartphones for possible interventions.

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The AI continuum

CIO

Classical machine learning: Patterns, predictions, and decisions Classical machine learning is the proven backbone of pattern recognition, business intelligence, and rules-based decision-making; it produces explainable results. The price-performance value of consuming AI via the tools you already use is hard to beat.