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How ML System Design helps us to make better ML products

Xebia

Table of Contents What is Machine Learning System Design? Design Process Clarify requirements Frame problem as an ML task Identify data sources and their availability Model development Serve predictions Observability Iterate on your design What is Machine Learning System Design?

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Navigating the cloud maze: A 5-phase approach to optimizing cloud strategies

CIO

All the major cloud providers from North America AWS, Google, Microsoft Azure, Oracle Cloud are on par with each other, with most of their services and capabilities are primed to address the needs of any enterprise. Having said that, there are a couple of standouts I would like to point out.

Cloud 147
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Why Companies Are Moving Their Analytics to Azure Cloud

Datavail

As a Microsoft Gold Partner, Datavail has the skills and experience that companies need to make their next Azure cloud analytics migration a success. Below, we’ll discuss both the benefits of Azure cloud analytics, as well as some tips and tricks for companies who are considering a move to the Azure cloud. Look for “quick wins”.

Azure 98
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The Special Olympics embarks on digital journey to empower its athletes

CIO

Today, Cooks IT staff of 24 continue to manage a collection of on-premises systems and core applications as the digital transformation to Azure accelerates. The organization initially began moving to the cloud for its 2018 Seattle USA games.

Sport 87
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What LinkedIn learned leveraging LLMs for its billion users

CIO

So the social media giant launched a generative AI journey and is now reporting the results of its experience leveraging Microsoft’s Azure OpenAI Service. As an example, Bottaro referenced the part of the system designed to understand intent. Cost considerations One aspect that Bottaro dubbed “a hurdle” was the cost.

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WaveOne aims to make video AI-native and turn streaming upside down

TechCrunch

Meanwhile the models actually developed for encoding and decoding video will run just like any other accelerated software on edge or cloud devices: deploy it on AWS or Azure, run it locally with ARM or Intel compute modules, and so on.

Video 252
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IBM to buy Apptio for $4.6B to help companies optimize IT spend

CIO

Apptio, which has over 1,500 enterprise customers, also integrates with technology from AWS, Microsoft Azure, Salesforce, Google Cloud, Oracle, Salesforce and SAP. IBM will also augment its recently announced Watsonx platform with anonymized financial operations data from Apptio.

Company 138