MLOps

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Machine Learning Operations (MLOps) with Vertex AI: Manage Features (Coursera)

Sep 23rd 2024
Machine Learning Operations (MLOps) with Vertex AI: Manage Features (Coursera)
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This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production. Learners will get hands-on practice using Vertex AI Feature Store's [...]

Python Essentials for MLOps (Coursera)

Sep 23rd 2024
Python Essentials for MLOps (Coursera)
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Python Essentials for MLOps is a course designed to provide learners with the fundamental Python skills needed to succeed in an MLOps role. This course covers the basics of the Python programming language, including data types, functions, modules and testing techniques. It also covers how to work effectively with [...]

Open Source Platforms for MLOps (Coursera)

Sep 23rd 2024
Open Source Platforms for MLOps (Coursera)
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This course covers two of the most popular open source platforms for MLOps: MLflow and Hugging Face. We’ll go through the foundations on what it takes to get started in these platforms with basic model and dataset operations. You will start with MLflow using projects and models with its [...]

Cloud Machine Learning Engineering and MLOps (Coursera)

Sep 23rd 2024
Cloud Machine Learning Engineering and MLOps (Coursera)
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Welcome to the fourth course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will build upon the Cloud computing and data engineering concepts introduced in the first three courses to apply Machine Learning Engineering to real-world projects. First, you will develop Machine Learning Engineering [...]

DevOps, DataOps, MLOps (Coursera)

Sep 16th 2024
DevOps, DataOps, MLOps (Coursera)
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Learn how to apply Machine Learning Operations (MLOps) to solve real-world problems. The course covers end-to-end solutions with Artificial Intelligence (AI) pair programming using technologies like GitHub Copilot to build solutions for machine learning (ML) and AI applications. This course is for people working (or seeking to work) as [...]

MLOps Platforms: Amazon SageMaker and Azure ML (Coursera)

Sep 16th 2024
MLOps Platforms: Amazon SageMaker and Azure ML (Coursera)
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In MLOps Platforms: Amazon SageMaker and Azure ML you will learn the necessary skills to build, train, and deploy machine learning solutions in a production environment using two leading cloud platforms: Amazon Web Services (AWS) and Microsoft Azure. This course is also a great resource for individuals looking to [...]

MLOps (Machine Learning Operations) Fundamentals (Coursera)

Sep 9th 2024
MLOps (Machine Learning Operations) Fundamentals (Coursera)
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This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production. Machine Learning Engineering professionals use tools for continuous improvement and [...]

Introduction to Vertex AI (Coursera)

Sep 2nd 2024
Introduction to Vertex AI (Coursera)
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Welcome to "Introduction to Vertex AI"! In this concise yet impactful microlearning course spanning around 4 hours, we're diving into the world of Vertex AI to equip you with fundamental insights and practical skills. We'll unravel the essentials of Vertex AI, guiding you through the interface to empower you [...]