MLOps: How to become a MLOps Engineer?

What is MLOps? Few years back we use to talk and learn about software development lifecycle(SDLC) and the process it goes from requirement → designing → development → testing → deployment → and then maintenance. We were implementing the waterfall model moved to iterative model then to agile model of software development to DevOps. But, now organisations are trying to integrate AI/ML into their process. This new concept of building ML systems adds/reforms some principles of the SDLC to give

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CLOUD OPERATIONS MANAGEMENT: FUTURE OF CLOUD MANAGEMENT

Source:-https://www.analyticsinsight.net/ The productivity of cloud computing ordinarily envisages that IT operations for a company should have as many managers as possible. Numerous public cloud players have emerged to help different necessities “as-a-service,” from a simple virtual instance. “CloudOps” is an advancing term and pattern that endeavors to guarantee that the advantages of cloud-based frameworks can be very much protected without IT operations losing control. Cloud operations management is a process that takes care of planning, managing, controlling, and eventually redesigning

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Data-Driven Decision Making – Product Management with Hypotheses

Source:-infoq.com Key Takeaways Stating Product Conjectures or Hypotheses in plain English is a common practice in Product Management. In order to make data-driven decisions using Hypotheses, they need to be formulated in a way that lends itself to automated evaluation. Hypotheses can be formulated semi-formally using Capability / Outcome / Measurable Signal triples, which allows for a good mix of qualitative and quantitative specifications. Automated evaluation of Hypotheses requires development capacity to be planned for software developers as part of

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Gartner, Splunk & McKinsey – IT Infrastructure & Operations Predictions For 2020

Source:-forbes.com Automation Strategy Rethink Hybrid IT Versus Disaster Recovery (DR) Confidence Scaling DevOps Agility Infrastructure Is Everywhere — So Is Your Data Overwhelming Impact of IoT Distributed Cloud Immersive Experience Democratization of IT Networking — What’s Next? Hybrid Digital Infrastructure Management (HDIM) Splunk also published its list, which looks like this: AI/ML/NLP Blockchain IoT/5G Dark Data IT Security Social Engineering Critical Infrastructure Cloud Security Threat Intelligence IT Operations Automation UX/Consumerization McKinsey also has a list: Today In: Innovation “As-a-Service” Consumption

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What is DevOps? Definition

Source:-sdxcentral.com DevOps is a methodology where the development of a product or service is integrated with its operation. In DevOps, the development and operations teams are broken down into smaller groups consisting of members from both teams. This integration allows teams to use methods such as continuous integration and continuous delivery (CI/CD) which allows them to deliver new features to market faster and fix bugs more efficiently. DevOps can be used for any type of software development but it is

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How to stop failing at DevOps

Source:-techbeacon.com Although more than 60% of organizations have adopted DevOps at some level, according to Forrester, many continue to struggle with it. One reason: DevOps isn’t a hard-coded set of practices or principles, and this often leads to confusion and uncertainty, from the IT trenches all the way up to the C-suite. This confusion is exacerbated by deep-rooted, conventional attitudes that are at cross-purposes with the lean/Six Sigma methodologies that formed the inspiration for DevOps. Just like the manufacturing firms

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Development to Operations Market Size, Trends, DevOps Report, 2025

Source:-theanalyticsnews.com Trusted Business Insights presents the Latest Study on Development to Operations Market 2019-2025. The report contains market predictions related to market size, revenue, production, CAGR, Consumption, gross margin, price, and other substantial factors. While emphasizing the key driving and restraining forces for this market, the report also offers a complete study of the future trends and developments of the market. It also examines the role of the leading market players involved in the industry including their corporate overview, financial

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Red Hat Announces Ansible Automation Platform

Source:-e3zine.com Red Hat announced Red Hat Ansible Automation Platform, an expansive, enterprise-grade solution for building and operating automation at scale. With Red Hat Ansible Automation Platform, organizations can accelerate collaboration between teams for improved operational efficiencies, reduced risk and a consistent user experience across infrastructure and technology domains. Red Hat Ansible Automation Platform integrates Red Hat’s powerful automation suite consisting of Red Hat Ansible Tower, Red Hat Ansible Engine and Red Hat Network Automation along with new Software-as-a-Service (SaaS)-based capabilities

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How to create a cloud centre of excellence: A guide

Source:-cloudcomputing-news.net You may have heard that creating a cloud centre of excellence (CCoE) is formative in your cloud strategy, resulting in a huge difference in the value of cloud migration for an organisation. Here’s how to plan it out for success. What is a cloud centre of excellence? In the simplest terms, a CCoE is a team of experts, either in-house or external, who have the knowledge, experience and skills to help you plan and move to the cloud. In reality,

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Avalanche of operations data is forcing DevOps to take closer look at monitoring tools

Source: siliconangle.com Four billion of anything is a lot to imagine. When it involves 4 billion Kubernetes instances, each containing multiple data points on spin-up, operation, and spin-down, the scale becomes truly hard to imagine. That’s how many Kubernetes instances Google LLC launches every week just for its own use. “If you think of Google launching 4 billion containers every week, they’re collecting a number of different data points,” said Nancy Gohring (pictured), senior analyst at 451 Research LLC. “It’s not even just four

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Global Cloud Computing for Business Operations Market Valuable Growth Prospects, Top Players, Key Country Analysis, Trends and Forecast till 2024

Source:- newstechmarkets.com “Global Cloud Computing for Business Operations Market” research report has been added to its Research Database. Cloud computing is Internet-based computing where central remote servers maintain all the data and applications. Cloud computing allows business operators to rent physical infrastructure from a third party provider(cloud service provider). Get more information, Ask for Free Sample Copy of this@https://www.reportocean.com/industry-verticals/sample-request?report_id=36866 According to this study, over the next five years, the Cloud Computing for Business Operations market will register an xx% CAGR in terms of revenue,

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DevOps Maturity Model report: trends and best practices in 2017

Source – atlassian.com DevOps has been a cultural force in the world of software and operations for 10 years. Like many grassroots movements, DevOps practices have been slowly but steadily gaining traction among operations and software teams in all sorts of industries. But where has 10 years of cultural change, infrastructure improvement, and tooling gotten us? To answer this question, we partnered up with xMatters, one of our strategic technology partners that integrates with our products to provide a collaboration layer for DevOps, to

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IT operations best practices to boost team performance and morale

Source:- techtarget.com IT teams have to automate where possible to free up time, while encouraging individuality within the team. This article isn’t about DevOps or any fancy management paradigm — it’s about IT operations best practices that every organization can use to maximize team productivity. Managers and IT administrators alike can take these practical steps — there’s nothing fancy about documenting a patch procedure — to prevent common snags and foster long-term good morale. SMART targets One of the biggest

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BizDevOps: Here’s how to make it happen in your organization

Source:- techtarget.com The first time I heard the word “BizDevOps,” I had one question: How is this development different from earlier efforts to engage business executives in delivering great software? I was skeptical, but not dismissive. Yes, BizDevOps is a buzzword, but it felt like more than that. I was excited. After all, this buzzword had “biz” in the name. The very emergence of the term was a victory of sorts. This thing we call BizDevOps acknowledges something my colleagues

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