Udemy

Azure Machine Learning & MLOps : Beginner to Advance

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  • 27,617 Students
  • Updated 1/2024
4.3
(8,408 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
19 Hour(s) 17 Minute(s)
Language
English
Taught by
Mohammad Ghodratigohar (MG)
Rating
4.3
(8,408 Ratings)
4 views

Course Overview

Azure Machine Learning &  MLOps : Beginner to Advance

The most compressive course covering MLOps and machine learning on Azure | Zero to Hero

A course instructed by me and my digital twin if:

You are looking for a comprehensive, engaging, and fun course for mastering Azure Machine learning ( up to even advanced industry-required topics) plus fully hands-on end-to-end implantation of MLOps ( DevOps for Machine learning on Azure). If yes, then this is the right and very unique course for you! 

Machine Learning Operations (MLOps) is a rapidly growing culture nad highly demanded in the industry with a set of principles, and guidelines defined in the machine learning world to deploy a machine learning model into production.

Azure Machine Learning is a cloud service for accelerating and managing the machine learning project lifecycle. Machine learning professionals, data scientists, and engineers can use it in their day-to-day workflows: Train and deploy models, and manage MLOps.

You can create a model in Azure Machine Learning or use a model built from an open-source platform, such as Pytorch, TensorFlow, or scikit-learn. MLOps tools help you monitor, retrain, and redeploy models.


Key points about this course


  • Very detailed in-depth and comprehensive coverage

  • This course will help you prepare for entry into this hot career path of Machine Learning and MLOps

  • The course is regularly updated with recent features

  • Best practices and impactful features of Azure ML (e.g, Explainable AI)  with its tricks are all covered

  • Contains some extra videos relevant to Azure Machine Learning and Databricks (Apache Spark)


Course Content

  • 3 section(s)
  • 41 lecture(s)
  • Section 1 Azure MLOps
  • Section 2 Azure ML SDK V2
  • Section 3 Azure Machine Learning | Highly Demanded Capabilities

What You’ll Learn

  • How to use Azure Machine Learning from Development to Production
  • How to Use Azure DevOps for Continuous Integration, continuous deployment on Machine Learning
  • How to automate End 2 End machine Learning Solution on Azure
  • How to Deploy Machine learning Models on Azure (Azure Container Instances, Azure Kubernetese Services, managed endpoints)
  • Run an end-to-end CI/CD MLOps pipeline using Azure DevOps & Azure Machine learning
  • Bests practices and highly demanded capabilities of machine learning on Azure Cloud

Reviews

  • Y
    Yarina Carvajal
    5.0

    Excelente detalle y capacitacion

  • S
    Silvia Espinosa
    5.0

    Entiendo que cada paso es muy importante para entender bien el concepto y objetivo de este tema.

  • G
    Ganesh Venkataramanan
    1.0

    outdated ones. very annoying with those dual and trip[le characters which are unnecessary. Every videos starts with his 10 secs ad on what conference he added, where he attended. He should have made a movie rather this learning tutorial.

  • S
    Swapnil Upadhye
    1.0

    Everything is Deprecated nothing works, so nothing is valid now. Need latest content to learn.

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