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MLOps and DevOps: Why Data Makes It Different

O'Reilly on Data

Let’s start by considering the job of a non-ML software engineer: writing traditional software deals with well-defined, narrowly-scoped inputs, which the engineer can exhaustively and cleanly model in the code. Not only is data larger, but models—deep learning models in particular—are much larger than before.

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RAG – The Newest Advance in AI Is All About Context

Smart Data Collective

RAG is a great new breakthrough in AI that is changing the future of contextual data management.

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Oracle launches a new sustainability app for Fusion Cloud EPM

CIO Business Intelligence

Fusion Data Intelligence — which can be viewed as an updated avatar of Fusion Analytics Warehouse — combines enterprise data, ready-to-use analytics along with prebuilt AI and machine learning models to deliver business intelligence.

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4 ways generative AI addresses manufacturing challenges

IBM Big Data Hub

Additionally, these accelerators are pre-integrated with various cloud AI services and recommend the best LLM (large language model) for their domain. Contextual data understanding Data systems often cause major problems in manufacturing firms. Generative AI can create foundation models for assets.

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Business AI will change the way businesses are run

CIO Business Intelligence

SAP Business AI is already deeply embedded into applications and process flows that draw on decades of relevant business data curated from huge customer data sets. We have agreements with more than 25,000 customers to use their data in an anonymized way to train our own models.

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23 key gen AI terms and what they really mean

CIO Business Intelligence

Agentic systems An agent is an AI model or software program capable of autonomous decisions or actions. Alignment AI alignment refers to a set of values that models are trained to uphold, such as safety or courtesy. There’s only so much you can do with a prompt if the model has been heavily trained to go against your interests.”

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Cropin’s agriculture industry cloud to provide apps, data frameworks

CIO Business Intelligence

Dubbed Cropin Cloud, the suite comes with the ability to ingest and process data, run machine learning models for quick analysis and decision making, and several applications specific to the industry’s needs.

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