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MLOps: Methods and Tools of DevOps for Machine Learning

Altexsoft

When speaking of machine learning, we typically discuss data preparation or model building. Living in the shadow, this stage, according to the recent study , eats up 25 percent of data scientists time. MLOps lies at the confluence of ML, data engineering, and DevOps. MLOps vs DevOps.

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Unlocking the Power of Azure Integration Services for the Financial Services Industry

Perficient

Microsoft’s Azure Integration Services , a suite of tools designed to seamlessly connect applications, data, and processes, is emerging as a game-changer for the financial services industry. This connectivity enhances interoperability, allowing for streamlined operations and improved data flow across various platforms.

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Deploy a custom Docker image on Azure ML using a blue-green deployment with Python

Xebia

Introduction Azure Machine Learning (Azure ML) is a popular machine learning service. Azure ML provides a lot of predefined functionality for deploying machine learning model endpoints, which is great. Use the Azure ML Python SDK to configure and manage deployment to Azure ML.

Azure 130
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These Services Shall Not Pass: Abusing Service Tags to Bypass Azure Firewall Rules (Customer Action Required)

Tenable

Azure customers whose firewall rules rely on Azure Service Tags, pay attention: You could be at risk due to a vulnerability detected by Tenable Research. Here’s what you need to know to determine if you’re affected, and if so, what you should do right away to protect your Azure environment from attackers.

Firewall 143
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What is Machine Learning Engineer: Responsibilities, Skills, and Value Brought

Altexsoft

In a world fueled by disruptive technologies, no wonder businesses heavily rely on machine learning. Google, in turn, uses the Google Neural Machine Translation (GNMT) system, powered by ML, reducing error rates by up to 60 percent. The role of a machine learning engineer in the data science team.

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Top 8 IT certifications in demand today

CIO

While it does not offer certification-specific salary data for agile, according to PayScale the average salary for IT pros with agile development skills is $113,000 per year. Certifications are offered in a variety of topics such as collaboration, CyberOps, data centers, DevNet and automation, design, enterprise networking, and security.

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Oracle makes its pitch for the enterprise cloud. Should CIOs listen?

CIO

But with Amazon Web Services (31%), Microsoft Azure (24%), and Google Cloud Platform (11%) accounting for two thirds of the worldwide market, according to Synergy Research Group, Oracle Cloud Infrastructure (OCI) remains distantly behind the behemoths, leaving many to question whether Oracle’s cloud gains are enough to make it a contender.