What is MLOps? | MLOps Explained in 15 Minutes | MLOps Tutorial | MLOps Training | Edureka

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In this video on "What is MLOps", you will be learning the core concepts of MLOps. MLOps (Machine Learning Operations) refers to the practice of streamlining and automating the process of building, deploying, and maintaining machine learning models in production environments. This video explains the concept of MLOps using an easy-to-understand example, highlighting the reasons why MLOps is necessary for organizations. It covers the essential components involved in the MLOps lifecycle, such as data management, model training, deployment, monitoring, and updates. By the end of the video, you will be provided with an MLOps Roadmap to kickstart your career in the domain of MLOps. The video is designed to provide a straightforward explanation of MLOps, making it accessible to both beginners and experienced professionals in the field of machine learning.
✅ 00:00 - Introduction to MLOps
✅ 01:20 - What Is MLOps?
✅ 03:02 - Example for MLOps
✅ 05:31 - Why do we need MLOps?
✅ 08:35 - Components of MLOps
✅ 11:53 - Roadmap for MLOps
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What is MLOps?
MLOps, also known as Machine Learning Operations, refers to the practices, procedures, and tools employed for optimizing the deployment, management, and scaling of machine learning models in operational settings. It amalgamates principles from DevOps and data engineering to ensure the effective progression, implementation, supervision, and sustenance of machine learning frameworks. The primary goal of MLOps is to mechanize and standardize the lifespan of machine learning models, empowering entities to furnish high-quality, reliable, robust, and scalable AI solutions.
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What are the different job roles available after MLOps Certification Course?
After obtaining certification in MLOps, you may be qualified for a range of job roles. Some of the more specific job roles you may be qualified for include MLOps Engineer, MLOps Lead, Devops & ML Engineer , Associate Architect - MLOps ,MLOps Consultant
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Will I get placement assistance after completing this MLOps Training?
To help you in this endeavor, we have added a resume builder tool in your LMS. Now, you will be able to create a winning resume in just 3 easy steps. You will have unlimited access to use these templates across different roles and designations. All you need to do is, log in to your LMS and click on the ""create your resume"" option.
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