Learn what is Machine learning operations (MLOps), how MLOps can automate the machine learning lifecycle, efficiency and effectiveness of machine learning models.
Cloud application security is crucially important for organizations that are operating in a multi-cloud environment hosted by a third-party cloud provider such as Amazon, Microsoft or Google, as well as those that use collaborative web applications such as Slack, Microsoft Teams or Box. These servi...
5. Identify your DataOps maturity Few companies are mature in this field. Some are further ahead than others. When you break it down, each company will be in a unique place in automation, management, collaboration and other factors. Broadly, more are ahead in automation; many fall behind wit...
DevOps: Understanding the differences What are the differences between DataOps and data warehousing? How does DataOps provide value? How does DataOps help other data-centric enterprise teams? Real-world examples of successful DataOps implementations The role of AI and machine learning in DataOps What...
Google’s initial hypothesis is thatmany ML failures probably have nothing to do with ML.Their impression is that many undetected ML failures aren’t modeling failures. Instead, boring and commonplace failures are more difficult to notice and more difficult to take seriously. Modelers are looking ...
they want to increase delivery velocity and reduce lead time, delivering more builds faster. Organizations early in their DevOps journey typically have plenty of opportunity to improve DevOps code quality, testing and workflows. These companies can gain insights into DevOps maturity by tracking CFR....
Security teams, roles, and functions: Learn about the key security teams, roles, and functions that are essential for securing your cloud environment. Integrate security into your cloud adoption strategy: Explore key considerations for integrating security into your cloud adoption strategy. Plan for a...
Predicting and preventing potential issues, optimizing resource usage, and automating more complex tasks are some of the potential applications of AI and ML in CI/CD. Infrastructure as Code (IaC) IaC is becoming a standard practice in DevOps. As IaC tools and practices mature, they will play ...
somewhere close to JSON. Puppet helps you to get control of full-fledged configuration management. This tool somewhere helps Admin (Part of DevOps) to add stability and maturity towards config management. A more detailed explanation of Puppet and its functionality can be found in ourtraining ...
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