???????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.
In the next 10 years, we want to influence millions of learners and bring positive changes to the future of work through our relentless efforts on delivering the best learning experience, innovation in technology, and creating the environment for work-integrated learning.
We are the best at what we do, and we are striving to create the standards to push the industry forward.
We Focus On Project-based Learning
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.
We Believe In Technology Investment
WeCloudData is more than a training academy. We are a startup that leverages the most cutting-edge data and AI technology to power our learners' experiences. We know the industry's demands and trends very well, and that's why we are so confident in our teaching. We believe our ed-tech products will power the future of learning and work.
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We understand the challenges of job hunting and career transformation, and we’re committed to helping each and every student gain the knowledge, skills, and experience that will help them get a job offer and launch a successful career.
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.
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