How to Use Ansible with CML

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How can Ansible help people building simulations with Cisco Modeling Labs (CML)?Similar to Terraform, Ansible is a common, open-source automation tool often used in Continuous Integration/Continuous Deployment (CI/CD) DevOps methodologies. They are both a type of Infrastructure as Code (IaC) or Infrastructure as Data that allow you to...

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Cisco Drives Full-Stack Observability with Telemetry

Telemetry data holds the key to flawless, secure, and performant digital experiencesOrganizations need to build complete customer-centric environments that deliver superb, secure, personalized digital experiences every time, or risk losing out in the race for competitive advantage. Prioritizing both internal- and external-facing applications and ensuring they are running...

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Accelerate Data Lake on Cisco Data Intelligence Platform with NVIDIA and Cloudera

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The Big Data (Hadoop) ecosystem has evolved over the years from batch processing (Hadoop 1.0) to streaming and near real-time analytics (Hadoop 2.0) to Hadoop meets AI (Hadoop 3.0). These technical capabilities continue to evolve, delivering the data lake as a private cloud with separation of storage and...

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Machine Reasoning is the new AI/ML technology that will save you time and facilitate offsite NetOps

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Machine reasoning is a new category of AI/ML technologies that can enable a computer to work through complex processes that would normally require a human. Common applications for machine reasoning are detail-driven workflows that are extremely time-consuming and tedious, like optimizing your tax returns by selecting the best...

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Automated response with Cisco Stealthwatch

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Cisco Stealthwatch provides enterprise-wide visibility by collecting telemetry from all corners of your environment and applying best in class security analytics by leveraging multiple engines including behavioral modeling and machine learning to pinpoint anomalies and detect threats in real-time. Once threats are detected, events and alarms are generated...

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Introducing Stealthwatch product updates for enhanced network detection and response

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We are very excited to announce new features of Cisco Stealthwatch! With release 7.3.0, we are announcing significant enhancements for the Stealthwatch Administrator and the Security Analyst to detect and respond to threats faster and manage the tool more efficiently. Automated Response updates Release 7.3, introduces automated response...

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Tools to Help You Deliver A Machine Learning Platform And Address Skill Gaps

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Public Clouds have set the pace and standards for satisfying Data Scientist’s technology needs, but on-premise offerings are starting to be viable using innovations such as Kubernetes and Kubeflow. …but it still can be hard! With expectations  set very high in Public Cloud, ML platforms delivered on-premise by...

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Cisco Announces Kubeflow Starter Pack

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Recently the Kubeflow Community released Kubeflow 1.0. Kubeflow brings together features such as TensorFlow, PyTorch, and other machine learning capabilities into a cohesive tool – from data ingestion to inferencing. Cisco is one of the top contributors to Kubeflow, helping to make operationalizing machine learning for large scale...

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Answering The Big Three Data Science Questions At Cisco

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Data Science Applied In Business In the past decade, there has been an explosion in the application of data science outside of academic realms. The use of general, statistical, predictive machine learning models has achieved high success rates across multiple occupations including finance, marketing, sales, and engineering, as...

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