Using Machine Learning and Kubernetes Logs to Automate Security Threat Detection

Source:-https://containerjournal.com Kubernetes is quickly consolidating its place as the leading container orchestration platform for cloud-native applications, with adoption at 59% among enterprise IT professionals as of March. But while Kubernetes delivers agility, flexibility and scalability for DevOps teams, it also creates complexity that can be an enigma for SecOps teams—especially when something goes wrong. When it comes to detecting threats and tracking down breaches in Kubernetes, security teams’ key asset is the Kubernetes API server audit log. The audit log

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As the quantity of test data increases, machine learning could be the answer to sort through it all

Source:-https://www.applause.com Scaling test automation and managing it over time remains a challenge for DevOps teams. Development teams can utilize machine learning (ML) both in the platform’s test automation authoring and execution phases, as well as in the post-execution test analysis that includes looking at trends, patterns and impact on the business. Before diving deeper into how ML can help during both of these phases of the test automation process, it is important to understand the root causes of why test

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AWS Provides Machine Learning Tech for Veteran Mental Health Research Effort

Source:-executivebiz Amazon Web Services partnered with social media platform developer RallyPoint, the Department of Veterans Affairs and Harvard University to develop a machine learning model that can detect mental health issues among veterans, Nextgov reported Friday. Under an agreement with VA, the Amazon Machine Learning Solutions Lab worked with RallyPoint and Harvard’s Nock Lab mental health professionals to utilize data science for identifying “high-value use cases” among users of the military-focused social network. AWS provided data-labeling services as well as

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Infoworks Announces DataFoundry Free Trial on Google Cloud

Source:-valdostadailytimes.com Infoworks.io, the leader in Enterprise Data Operations and Orchestration (EDO2) systems, today announced a free trial program of Infoworks DataFoundry on the Google Cloud Marketplace. The trial features a new version of DataFoundry that incorporates an interactive assistant to guide users in the onboarding of data to Google Cloud and development of advanced analytics use cases. DataFoundry helps Google Cloud customers unleash the full power of Google Cloud’s advanced analytics to make informed business decisions by automating onboarding and

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BRINGING AI AND MACHINE LEARNING ACCESSIBLE TO ENTERPRISES CREDIT TO CLOUD

Source:-analyticsinsight.net Machine learning has a tremendous offering to the enterprise-but how? Machine learning, a sub-component of artificial intelligence, is not new to the enterprise. But with techniques like deep learning, emulating human brain actions, increasingly gaining traction, businesses are identifying new and potentially transformative deployments of digitally disruptive technologies. According to Algorithmia’s 2020 report, the main use cases for machine learning translate to customer service (i.e. chatbots) and internal cost reduction. But machine learning has applications far and wide. Dynamic

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10 Ways AI Is Accelerating DevOps

Source:-forbes.com Startups offering AI-powered software development tools raise $704M over 12 months ending September 2019, according to a Deloitte report published earlier this year. IDC predicts the global market for custom application development services is forecast to grow from $47B in 2018 to more than $61B in 2023, attaining a 5.3% Compound Annual Growth Rate (CAGR) in five years. Poor software quality cost US organizations an estimated $319B in 2019, according to the Consortium for IT Software Quality’s report on

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How DevOps Is Automating the Workplace

Source:-cmswire.com If automation is increasingly important in the digital workplace, one of the principle enablers of automation is DevOps. DevOps is everywhere, and has been for a long time, but in terms of automation it makes software and app delivery a lot quicker, enabling enterprises that have developed it to push it to market sooner and making it more reliable for the end user. Amazon Web Services describes DevOps, or to be more accurate the DevOps model, as a combination

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10 courses that can help upgrade your skills

Source:-tribuneindia.com The lockdown due to COvid-19 pandemic over the past three months has brought all economic activity to a standstill. With employees stuck at home and most companies resorting to work from home the contours of work and productivity standards are changing fast. It is very important for professionals to stay relevant in a fast-changing job scene. Fiscal constraints being faced by a majority of businesses have made it mandatory for professionals to broaden their horizons and stay relevant. Acquiring

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Bringing AI and HPC expertise to cloud computing

Source:-cio.com You don’t have to look far to see that artificial intelligence is becoming an integral part of business operations. Today, businesses everywhere are reinventing their processes to take advantage of AI-driven capabilities, from chatbots in customer call centers to robotic vehicles in distribution facilities. This rapid adoption of AI-driven services has brought about a corresponding demand for high performance computing. That’s because it takes a whole lot of computational power to train deep learning applications, do AI inferencing in

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Udacity, AWS to offer scholarships for Machine Learning enthusiasts

Source:-telanganatoday.com With this scholarship, applicants will have an opportunity to take the foundational course titled — AWS Machine Learning Foundations Course. Hyderabad: Learning platform Udacity has announced its partnership with Amazon Web Services (AWS) to offer scholarships to help prepare the global workforce for the demand for machine learning capabilities. With this scholarship, applicants will have an opportunity to take the foundational course titled — AWS Machine Learning Foundations Course. The top 325 performers from this course — who successfully

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