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DIY cloud cost management: The strategic case for building your own tools

CIO

With questions around ROI, increasing outlay, and corporate scrutiny on IT cost savings on the rise, CIOs must know not only what contributes to their organization’s overall cloud spend but also how to optimize it. And that’s all before considering the need to fuel new AI initiatives , which can push cloud costs up further.

Tools 304
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Should you build or buy generative AI?

CIO

But many organizations are limiting use of public tools while they set policies to source and use generative AI models. In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.” As so often happens with new technologies, the question is whether to build or buy.

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Introducing the GenAI models you haven’t heard of yet

CIO

Many, if not most, enterprises deploying generative AI are starting with OpenAI, typically via a private cloud on Microsoft Azure. The Azure deployment gives companies a private instance of the chatbot, meaning they don’t have to worry about corporate data leaking out into the AI’s training data set.

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Lessons learned building natural language processing systems in health care

O'Reilly Media - Ideas

Language understanding benefits from every part of the fast-improving ABC of software: AI (freely available deep learning libraries like PyText and language models like BERT ), big data (Hadoop, Spark, and Spark NLP ), and cloud (GPU's on demand and NLP-as-a-service from all the major cloud providers). are written in English.

System 94
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Enterprise Web Development – Process, Cost

Existek

You’ll find information about the best technologies, software development stages, must-have features, process duration, and cost estimation. The process won’t seem so complicated as soon as you figure out all those details, so keep reading! Software that is available for the common public is only the tip of the iceberg. List of the Content.

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MLOps and DevOps: Why Data Makes It Different

O'Reilly Media - Ideas

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps. However, the concept is quite abstract.

DevOps 142
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The Good and the Bad of Apache Kafka Streaming Platform

Altexsoft

We describe information search on the Internet with just one word — ‘google’. Apache Kafka is an open-source, distributed streaming platform for messaging, storing, processing, and integrating large data volumes in real time. Plus the name sounded cool for an open-source project.”. What is Kafka?