Azure Machine Learning Courses and Certifications

The Machine Learning Engineer

Azure ML: Python SDK v2 - Machine Learning Applications in Azure Using Python

Desarrolla aplicaciones de Machine Learning en Azure utilizando Python SDK v2. Aprende a entrenar modelos y crear soluciones de ciencia de datos eficientes.

• YouTube
• 51 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

Introducción a Azure Machine Learning Studio

Explora Azure Machine Learning Studio, el servicio en la nube de Microsoft para proyectos de aprendizaje automático. Descubre cómo respalda el ciclo de vida completo del desarrollo de modelos.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Introduction to Machine Learning with Azure

8 ratings at Udacity

Explore machine learning fundamentals and hands-on Azure ML Studio training, covering data preparation, model development, and responsible AI principles.

• Udacity
• 22 hours
• On-Demand
• Free Online Course

Azure Machine Learning Development: 1 Basic Concepts

130 ratings at LinkedIn Learning

Developing solutions with Azure Machine Learning? Get started with a clear and concise introduction to machine learning and data science.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Azure Machine Learning Development: 3 Deploying and Managing Models

28 ratings at LinkedIn Learning

Learn how to deploy and manage machine learning models in Azure Machine Learning Studio. Discover how to deploy, scale, and manage your trained models in production scenarios.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Microsoft Azure Data Scientist Associate (DP-100) Cert Prep: 3 Deploy and Operationalize Machine Learning Solutions

6 ratings at LinkedIn Learning

Prepare for the third domain of the Microsoft Azure Data Scientist Associate (DP-100) exam.

• LinkedIn Learning
• 33 minutes
• On-Demand
• Free Trial Available

Manage and review models in Azure Machine Learning

Learn to log and register models with MLflow, and create and evaluate Responsible AI dashboards in Azure Machine Learning using Python SDK v2.

• Microsoft Learn
• 1 hour 22 minutes
• On-Demand
• Free Online Course

Train compute-intensive models with Azure Machine Learning

Learn to efficiently preprocess data, train compute-intensive models, and deploy deep learning workloads using Azure Machine Learning, focusing on GPU optimization and distributed training.

• Microsoft Learn
• 1 hour 41 minutes
• On-Demand
• Free Online Course

Work with compute in Azure Machine Learning

Learn to manage compute resources and environments in Azure Machine Learning, including choosing targets, creating instances and clusters, and working with curated and custom environments.

• Microsoft Learn
• 1 hour 19 minutes
• On-Demand
• Free Online Course

Work with data in Azure Machine Learning

Connect to and manage data in Azure ML using datastores and data assets for efficient machine learning workflows.

• Microsoft Learn
• 39 minutes
• On-Demand
• Free Online Course

Explore and configure the Azure Machine Learning workspace

Explore Azure Machine Learning workspace resources, assets, and developer tools for training and managing machine learning models using the studio, Python SDK, and Azure CLI.

• Microsoft Learn
• 3 hours 37 minutes
• On-Demand
• Free Online Course

Deploy and consume models with Azure Machine Learning

Learn to deploy and consume machine learning models using Azure, covering managed online endpoints for real-time inferencing and batch endpoints for large-scale processing with the Python SDK v2.

• Microsoft Learn
• 1 hour 29 minutes
• On-Demand
• Free Online Course

Train models with scripts in Azure Machine Learning

Learn to run training scripts, track metrics with MLflow, and perform hyperparameter tuning in Azure Machine Learning. Gain hands-on experience with command jobs, MLflow integration, and sweep jobs for efficient model development.

• Microsoft Learn
• 1 hour 57 minutes
• On-Demand
• Free Online Course

Build and operate machine learning solutions with Azure Machine Learning

Build and operate machine learning solutions with Azure Machine Learning

• Microsoft Learn
• 10-11 hours
• On-Demand
• Free Online Course

Train models in Azure Machine Learning with the CLI (v2)

Train models in Azure Machine Learning with the CLI (v2)

• Microsoft Learn
• 2 hours 56 minutes
• On-Demand
• Free Online Course