Microsoft Azure AI Fundamentals: Explore visual tools for machine learning
Offered By: Microsoft via Microsoft Learn
Course Description
Overview
- Module 1: Use automated machine learning in Azure Machine Learning
- Module 2: Create a Regression Model with Azure Machine Learning designer
- Module 3: Create a classification model with Azure Machine Learning designer
- Module 4: Create a Clustering Model with Azure Machine Learning designer
Learn how to use the automated machine learning user interface in Azure Machine Learning
Learn how to train and publish a regression model with Azure Machine Learning designer.
Train and publish a classification model with Azure Machine Learning designer
Train and publish a clustering model with Azure Machine Learning designer
Syllabus
- Module 1: Use automated machine learning in Azure Machine Learning
- Introduction
- What is machine learning?
- Create an Azure Machine Learning workspace
- Create compute resources
- Explore data
- Train a machine learning model
- Deploy a model as a service
- Knowledge check
- Summary
- Module 2: Create a Regression Model with Azure Machine Learning designer
- Introduction
- Create an Azure Machine Learning workspace
- Create compute resources
- Explore data
- Create and run a training pipeline
- Evaluate a regression model
- Create an inference pipeline
- Deploy a predictive service
- Knowledge check
- Summary
- Module 3: Create a classification model with Azure Machine Learning designer
- Introduction
- Create an Azure Machine Learning workspace
- Create compute resources
- Explore data
- Create and run a training pipeline
- Evaluate a classification model
- Create an inference pipeline
- Deploy a predictive service
- Knowledge check
- Summary
- Module 4: Create a Clustering Model with Azure Machine Learning designer
- Introduction
- Create an Azure Machine Learning workspace
- Create compute resources
- Explore data
- Create and run a training pipeline
- Evaluate a clustering model
- Create an inference pipeline
- Deploy a predictive service
- Knowledge check
- Summary
Tags
Related Courses
AutoML con AutoSklearn y Google ColabCoursera Project Network via Coursera Automated Machine Learning en Microsoft Power BI
Coursera Project Network via Coursera Automated Machine Learning en Power BI Clasificación
Coursera Project Network via Coursera Natural Language Processing and Capstone Assignment
University of California, Irvine via Coursera Developing Models in Microsoft Azure
Pluralsight