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Microsoft Azure AI Fundamentals: Explore visual tools for machine learning
Microsoft via Microsoft Learn
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Overview
"Microsoft Azure AI Fundamentals: Explore Visual Tools for Machine Learning" is a beginner-friendly course that introduces learners to building machine learning (ML) models using Azure’s no-code and low-code visual tools. Designed for aspiring data professionals, business analysts, and anyone interested in AI, this course makes machine learning accessible without requiring deep programming knowledge. Participants will explore Azure Machine Learning Studio, a drag-and-drop environment that simplifies the process of training, testing, and deploying machine learning models. The course covers key concepts such...
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
Instructor
Microsoft
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