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MLOps: Methods and Tools of DevOps for Machine Learning

Altexsoft

It also establishes continuous integration and continuous delivery ( ?I/CD The end-to-end MLOps workflow is directed by continuous integration, delivery, and training methodologies that complement each other and shorten the way of AI solutions to customers. Continuous integration and continuous delivery (CI/CD).

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The biggest enterprise technology M&A deals of the year

CIO

Microsoft will fold Nuance into its cloud and AI division, augmenting the services it offers healthcare providers. It will become a dedicated business unit of Oracle, running its software in Oracle’s cloud, when the deal closes some time in 2022. billion deal, announced in April. Oracle buys Cerner for $28.3 billion on Dec.

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Tandem at 10: What’s Changed In The Coding World Since Tandem’s Founding?

Tandem

Over the next ten years, the IOT continued to expand across all industries and consumer segments. Early adopters in varied industries — from manufacturing, to healthcare, to agriculture — began experimenting with connected devices to gather data and optimize processes. It was a tedious, error-prone, and expensive endeavor.

MVC 52
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So you’re a new CISO? Let’s navigate your first 90 days

Lacework

Start now with cloud security, DevOps, and other training that allows for professional development as well as opportunities for the shop to mature. The main cloud providers (AWS Cloud, Google Cloud, Azure) have lots of free trainings online and there are many labs, on Github and elsewhere, to help your team build their skills.

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Where Programming, Ops, AI, and the Cloud are Headed in 2021

O'Reilly Media - Ideas

There’s been a lot of discussion about operations culture (the movement frequently known as DevOps), continuous integration and deployment (CI/CD), and site reliability engineering (SRE). Cloud computing has replaced data centers, colocation facilities, and in-house machine rooms. What’s behind this story? The result?

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AutoML: How to Automate Machine Learning With Google Vertex AI, Amazon SageMaker, H20.ai, and Other Providers

Altexsoft

Similar to DevOps, it exploits methods of continuous integration and delivery ( CI/CD ) to get ML models live in the fastest possible, automated way. To grasp how DevOps principles can be integrated into machine learning, read our article on MLOps methods and tools. Healthcare: identifying transplant candidates.

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Generative AI in the Enterprise

O'Reilly Media - Ideas

While the source code and weights for the LLaMA models are available online, the LLaMA models don’t yet have a public API backed by Meta—although there appear to be several APIs developed by third parties, and both Google Cloud and Microsoft Azure offer Llama 2 as a service. from the healthcare industry, and 3.7%