Course description
Azure Machine Learning & MLOps: Beginner to Advance is a complete course for MLOps and machine learning in Azure. If you are looking for a comprehensive, engaging and fun course to master Azure Machine Learning (up to even advanced industry-required topics) plus full MLOps (DevOps for Machine Learning on Azure) implantation, then this is the perfect and highly unique course for It’s yours! Machine Learning Operations (MLOps) is a rapidly growing culture that is in high demand in the industry and defines a set of principles and guidelines defined in the world of machine learning for deploying a machine learning model in production.
Azure Machine Learning is a cloud service for accelerating and managing the lifecycle of a machine learning project. Machine learning professionals, data scientists and engineers can use it in their daily workflows: training and deploying models and managing MLOs. 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 observe, retrain, and redeploy models.
What you will learn in this course:
- How to use Azure machine learning from development to production
- How to use Azure DevOps for continuous integration, continuous deployment of machine learning
- How to Automate End 2 End Machine Learning Solution in Azure
- How to deploy machine learning models to Azure (Azure container instances, Azure Kubernetes services, managed endpoints)
- Run an end-to-end MLOps CI/CD pipeline using Azure DevOps and Azure Machine Learning
- Best practices and much needed machine learning capabilities in Azure Cloud
Who is this course suitable for?
- Anyone who wants to learn more about data science and machine learning specifically in the Cloud
- Data scientists who want to obtain the DP-100 certification
- Developers who want to enter the AI cloud solution architect or machine learning engineer career path
- Anyone who wants to start a career in the Cloud or wants to learn about Machine Learning and MLOP in the Cloud.
Course details
- Publisher: Udemy
- teacher: Mohammad Ghodratigohar (MG)
- English language
- Education level: all levels
- Duration: 18 hours and 8 minutes
- Number of courses: 40
Course headings
Course prerequisites:
- Nice to have familiarity with the basics of Machine Learning
- If you want to practice the contents, free or paid subscription to Microsoft Azure is required
Images of Azure Machine Learning & MLOps: Beginner to Advance
Sample video
Installation guide
After extracting, watch with your favorite player.
Subtitle: None
Quality: 1080p
Changes:
Version 1/2023 compared to 2022/10 has increased by 1 lesson and duration of 28 minutes. Also, the course quality has been increased from 720p to 1080p.
download link
Password file(s): www.downloadly.ir
Size
11.5 GB
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