Start of Progress 2023-1 – Download

Explanation

Azure Machine Learning & MLOps: Advanced Starter is a comprehensive course for MLOps and Azure machine learning. If you are looking for a comprehensive, engaging and fun course to learn machine learning on Azure (up to even advanced industrial topics required) plus MLOps (DevOps for Machine Learning on Azure), then this is the perfect course for you. Very special to you! Machine Learning Operations (MLOps) is a rapidly growing practice that is in high demand in the industry and describes the principles and practices defined in the world of machine learning to deploy machine learning models 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 workflow: 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 retrain 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 (e.g. Azure containers, Azure Kubernetes services, managed endpoints)
Create an end-to-end MLOps CI/CD pipeline using Azure DevOps and Azure Machine Learning
Best practices and machine learning capabilities are in demand in the Azure Cloud

Who is this course for:

Anyone who wants to learn more about data science and machine learning especially in the Cloud
Data scientists who wish to obtain the DP-100 certification
Developers who want to enter the AI cloud solution architect or machine learning engineering 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 specifications:

course content

Requirements:

It is good to know the basics of Machine Learning
If you want to practice with the content, a free or paid subscription to Microsoft Azure is required.

Azure Machine Learning Graphs & MLOps : From Start to Progress

Example clip:

Installation guide:

After the production, you can watch the course in your favorite video.

Subtitle: None

Quality: 1080p

Changes:

Version 2023/1 compared to 2022/10 increased the number of 1 lesson and the duration of 28 minutes. Also, the quality of the course has increased from 720p to 1080p.