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Azure Machine Learning courses 77

Learn Azure Machine Learning online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 77 courses

Microsoft

Experiment with Azure Machine Learning

Choose this module if you want to compare models by using automated machine learning, MLflow, and the Responsible AI dashboard.

  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Introduction to machine learning concepts

Machine learning is the basis for most modern artificial intelligence solutions. A familiarity with the core concepts on which machine learning is based is an important foundation for understanding AI.

  • Microsoft Learn
  • 1.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Create images with generative AI

Discover AI-powered image generators. Learn about image creation tools like Microsoft Image Creator. Understand their potential applications in the workplace and training settings and discover best practices for optimal results. Enhance your skills and transform your creative process with AI-powere…

  • Microsoft Learn
  • 25 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Automate machine learning workflows

Learn about automation for machine learning, machine learning operations, and MLOps.

  • Microsoft Learn
  • 30 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Automate model training with GitHub Actions

Choose this module if you want to automate and validate model training with GitHub Actions and Azure Machine Learning pipelines.

  • Microsoft Learn
  • 50 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Apply responsible AI principles in learning environments

Discover Microsoft's commitment to ethical AI. Learn about the principles of responsible AI - fairness, reliability & safety, privacy & security, transparency, inclusiveness, and accountability specifically for a learning environment. Principles that are designed to guide and shape the future of AI…

  • Microsoft Learn
  • 40 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Introduction to generative AI - Exploring the basics

By understanding the basics of generative AI models, you empower yourself to make responsible decisions when using these models. This knowledge allows you to critically evaluate outputs, assess their reliability, and understand potential limitations leading to more informed and effective interactio…

  • Microsoft Learn
  • 20 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Implement security controls for Azure AI-ready infrastructure

This module equips you to configure Azure's foundational security controls for AI workloads. You'll start by configuring Microsoft Entra ID security principals that define *who* and *what* can access your AI resources—from data scientists needing interactive workspace access to managed identities e…

  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

A guide to artificial intelligence

This module explores fundamental concepts in artificial intelligence (AI) and machine learning.

  • Microsoft Learn
  • 35 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Introduction to building copilots for startups

In the rapidly advancing landscape of generative AI, the technology behind copilots continues to evolve. Understanding their potential and harnessing their capabilities is essential for any forward-looking entrepreneur. Whether you're a technologist, writer, entrepreneur, or innovator, we invite yo…

  • Microsoft Learn
  • 30 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Training with AI tools

In this module, you learn various AI-powered tools and how to effectively use them in your training sessions for an optimized learning experience.

  • Microsoft Learn
  • 2 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Get started with machine learning in Azure

Choose this module if you want to design a machine learning training solution and select Azure Machine Learning services and compute.

  • Microsoft Learn
  • 30 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Use AI tools to create an inclusive learning environment

In this module, you learn how AI tools can help foster inclusive and adaptive learning environments, enabling trainers to address the varied needs of their learners.

  • Microsoft Learn
  • 20 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Deploy and monitor a model in Azure Machine Learning

Choose this module if you want to register, deploy, monitor, and roll back models by using GitHub Actions and protected environments.

  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

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