Azure Machine Learning Courses and Certifications

Packt

Advanced Deployment, MLOps, and Generative AI in Azure

Master advanced Azure ML deployment strategies, MLOps automation, and generative AI fine-tuning with hands-on experience in distributed training, serverless solutions, and model optimization.

• Coursera
• 9 hours 13 minutes
• Self-Paced
• Paid Course

Credential

Data Scientist

Explore cloud-based machine learning with Microsoft's program covering Azure ML workspace setup, model training with custom scripts, and deployment of scalable endpoints using Python and Azure ML SDKs.

• edX
• 5 weeks, 1-2 hours/week
• Self-Paced
• $100.00
• 3 courses

DP-100: A-Z Machine Learning using Azure Machine Learning

8515 ratings at Udemy

Microsoft Azure DP-100: Designing and Implementing a Data Science Solution Exam Covered. Learn Azure Machine Learning

• Udemy
• 1 day 2 hours 39 minutes
• Self-Paced
• Paid Course

Build and Operate Machine Learning Solutions with Azure

71 ratings at Coursera

Aprende a usar Azure Machine Learning para crear, desplegar y gestionar soluciones de ML a escala empresarial, aprovechando tus conocimientos de Python y frameworks como Scikit-Learn, PyTorch y Tensorflow.

• Coursera
• 1 day 6 hours 54 minutes
• Self-Paced
• Paid Course

Microsoft Azure for AI and Machine Learning

25 ratings at Coursera

Master Azure's AI and ML capabilities through hands-on experience, from configuring resources to deploying models in production, while learning end-to-end ML pipeline implementation and monitoring.

• Coursera
• 21 hours 51 minutes
• Self-Paced
• Paid Course

statistics.com

MLOps1 (Azure): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning

6 ratings at edX

Learn to deploy AI & ML models in production using Azure Machine Learning. Gain hands-on experience with data pipelines, versioning, model storage, and monitoring. Master essential skills for successful MLOps implementation.

• edX
• 4 weeks, 5-7 hours/week
• Self-Paced
• Free Online Course (Audit)

Manage Network Access for AI workloads

Discover how to secure Azure AI services and Machine Learning workspaces through authentication, network isolation, and traffic management strategies.

• Microsoft Learn
• 20 minutes
• Self-Paced
• Free Online Course

The Machine Learning Engineer

Azure Machine Learning - Fine Tune Foundation Model for Text Classification

Aprende a realizar fine-tuning de modelos BERT para clasificación de texto utilizando Azure Machine Learning, mejorando tus habilidades en IA generativa.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

The Machine Learning Engineer

Azure ML: Pipelines con Python SDK para Data Science y Machine Learning

Crea pipelines de Machine Learning en Azure utilizando Python SDK. Aprende a implementar flujos de trabajo eficientes para proyectos de ciencia de datos.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• 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
• Self-Paced
• Free Video

Machine Learning In The Cloud With Azure Machine Learning

252 ratings at Udemy

Introduction to machine learning in the cloud with Azure Machine Learning.

• Udemy
• 3 hours 1 minute
• Self-Paced
• Paid Course

Credential

Machine Learning Engineer with Microsoft Azure

83 ratings at Udacity

Gain hands-on experience with Azure Machine Learning, focusing on MLOps, model understanding, data protection, and end-to-end ML lifecycle management at scale.

• Udacity
• 40 hours
• Self-Paced
• Paid 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
• Self-Paced
• 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
• Self-Paced
• Free Online Course