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Improving Data Quality With an Efficient Data Labeling Process

Dataiku

A key principle behind data preparation that data scientists regularly hammer home is that of garbage in, garbage out — if your data is flawed going into a machine learning process, you are bound to receive flawed results, algorithms, and worse, business decisions.

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Prioritizing AI? Don’t shortchange IT fundamentals

CIO

Fundamentals like security, cost control, identity management, container sprawl, data management, and hardware refreshes remain key strategic areas for CIOs to deal with. Fundamentals like security, cost control, identity management, container sprawl, data management, and hardware refreshes remain key strategic areas for CIOs to deal with.

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Generative AI: the Shortcut to Digital Modernisation

CIO

As transformation is an ongoing process, enterprises look to innovations and cutting-edge technologies to fuel further growth and open more opportunities. Streamlined coding process : Generative AI provides real-time information on available functions, parameters, and usage examples as the coder types.

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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. This method addressed the RAG limitation and further improved the bot response quality.

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Efficient continual pre-training LLMs for financial domains

AWS Machine Learning - AI

Although the resulting models yield amazingly good results for general tasks, such as text generation and entity recognition, there is evidence that models trained with domain-specific datasets can further improve LLM performance. To develop financial LLMs, you can use two important data sources: News CommonCrawl and SEC filings.

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How Developer Observability is Transforming Dev Role

Hacker Earth Developers Blog

Businesses are under escalating pressure to deliver swift continuity, quick fixes, and innovative, high-quality end-user experiences. Alongside streamlined processes and collaborative efficiency, DevOps teams need real-time access to detailed, correlative, context-rich data and analytics.

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What Heineken’s CIO is brewing for better connectivity

CIO

Founded by entrepreneur Gerard Adriaan Heineken in 1864, who sought to renovate an old brewery in the center of Amsterdam, the beer company that would later bear his name has become synonymous with Dutch beer, readily recognizable from its green bottle with red star label.

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