Introduction to MLOps on Azure

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Free Online Course: Introduction to MLOps on Azure provided by A Cloud Guru is a comprehensive online course, which lasts for 4 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from A Cloud Guru. Introduction to MLOps on Azure is taught by Brian Roehm.

Overview
  • Ever wondered what it would be like to work in machine learning operations (MLOps)? In this course, you will! You will tackle real-world scenarios through lessons and labs. You’ll learn how to ingest and prepare data, apply algorithms, score, and evaluate the data. Finally, you will tackle options for publishing, as well as troubleshoot other common issues that you might encounter along the way. The best news? This is an entry-level course, so no prior experience in machine learning or operations is necessary.

Syllabus
    • Introduction
    • An Introduction to Machine Learning Operations in Azure
    • Building a Machine Learning Pipeline
    • Conclusion