???????This module teaches students the DevOps part of MLOps and ML Engineering. Students will learn the basics of data version control, CI/CD, infrastructure scaling, and infrastructure automation.
This module teaches students the DevOps part of MLOps and ML Engineering. Students will learn the basics of data version control, CI/CD, infrastructure scaling, and infrastructure automation.
Learning Outcomes
Learn the principles of MLOps
Learn how CI/CD pipelines work in the Machine Learning context
Version control data for machine learning using DVC
Practice infrastructure automation and scaling using Terraform, AWS Cloud Formation, and Kubernetes
Learn how to build and maintain feature stores using Feast
Key Skill:
Continuous Integration, Continuous Deployment, CI/CD , Infrastructure as Code, Automation, Data Version Control, DVC, Feast, Feature Store, SageMaker, Vertex AI, Terraform, and Kubernetes
WeCloudData is the leading data science and AI academy. Our blended learning courses have helped thousands of learners and many enterprises make successful leaps in their data journeys
WeCloudData is a learning academy that focuses on providing the best quality data and AI training to our students and corporate clients. In order to achieve our vision, we not only created a data skills training school that is recognized as the best training school in the data and AI category but also created our consultancy and career services branches to support our students.
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Our curriculum design committee (made up of experienced data scientists from startups and tech firms) ensures that real-world project experiences are built into each course. We cover the most in-depth knowledge and relevant skills that are actually required by the job market. We want to help our learners develop the highly in-demand data skills and experience of both today and tomorrow.
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Our Vision
WeCloudData believes that the future of work is going to be very different from what we’re used to today, whether it be the gig economy or the passion economy. That also requires a very different kind of training and learning experience.
A cloud DevOps engineer is a professional who builds and runs applications and services that run in the cloud. You'll be in charge of managing and delivering cloud-based apps, services, and the infrastructure that makes them work.
Sazan Consulting helps you find a career that fits your passion. Building a successful career is a process, and it does not happen overnight.
This course provides the knowledge and skills to design and implement DevOps processes and practices. Students will learn how to plan for DevOps, use source control, scale Git for an enterprise, consolidate artifacts, design a dependency management strategy and more.
DevOps training is offered by Global Erp Solutions for all skill level. The training programs offered by GES College of Information Technology is for professional development and certification programs. All the courses offered in this site is provided by GES College of Information Technology.
DevOps is a faster development of applications and easier maintenance of existing deployments. Initial steps usually include Continuous integration and continuous delivery (CI/CD), real-time monitoring, incident response systems and collaboration platforms.Â
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