Azure Machine Learning

72 resources

Mslearn
free
Design a machine learning solution
Design a machine learning solution with Azure Machine Learning v2
Foundry Tools Azure Databricks Azure Devops
beginner
Mslearn
free
Train and manage a machine learning model with Azure Machine Learning
To train a machine learning model with Azure Machine Learning, you need to make data available and configure...
Azure Machine Learning
beginner
Mslearn
free
Manage and review models in Azure Machine Learning
MLflow model management and responsible AI dashboard in Azure Machine Learning.
Azure Machine Learning
beginner
Mslearn
free
Create machine learning models
Machine learning is the foundation for predictive modeling and artificial intelligence. Learn some of the core...
Azure Machine Learning
intermediate
Mslearn
free
An AI toolbox for trainers
In today's fast-paced digital era, artificial intelligence (AI) is changing the way we train and educate. This...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Introduction to artificial intelligence for trainers
Gain the foundational knowledge about the principles of artificial intelligence (AI) and how it's used in...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Manage Network Access for AI workloads
Strengthen your command over securing network access for AI workloads in Azure. This learning path is tailored for...
Foundry Tools Azure Machine Learning
intermediate
Mslearn
free
Operationalize machine learning models (MLOps)
Learn the full MLOps lifecycle for machine learning models, from experimentation and pipeline automation to CI/CD,...
Azure Machine Learning Github
intermediate
Mslearn
free
TensorFlow fundamentals
Learn the fundamentals of deep learning with TensorFlow! This beginner friendly learning path will introduce key...
Azure Machine Learning
beginner
Mslearn
free
Experiment with Azure Machine Learning
Learn how to find the best model with automated machine learning (AutoML) and by experimenting in notebooks.
Azure Machine Learning
beginner
Mslearn
free
Responsible use of artificial intelligence in education
In this learning path, you'll embark on an insightful exploration of Microsoft’s Responsible AI framework, learning...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
AI workload governance and DLP
Master the art of safeguarding sensitive data and enforcing governance for AI workloads on Azure. This learning path...
Foundry Tools Azure Machine Learning
intermediate
Mslearn
free
Introduction to machine learning operations (MLOps)
Introduction to machine learning operations (MLOps)
Azure Devops Azure Machine Learning Github
beginner
Mslearn
free
Introduction to generative AI for trainers
Discover the world of generative AI, including basic concepts, the different applications in various fields, and the...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Work with generative artificial intelligence (AI) models in Azure Machine Learning
Work with generative artificial intelligence (AI) models in Azure Machine Learning
Foundry Tools Azure Machine Learning
intermediate
Mslearn
free
Deploy and consume models with Azure Machine Learning
Learn how to deploy a model to an endpoint. When you deploy a model, you can get real-time or batch predictions by...
Azure Machine Learning
beginner
Mslearn
free
Optimize model training with Azure Machine Learning
Learn how to optimize model training in Azure Machine Learning by using scripts, jobs, components and pipelines.
Azure Machine Learning
beginner
Mslearn
free
Manage Authentication, Authorization, and RBAC for AI workloads on Azure
Boost your expertise in securing Azure's AI solutions with this comprehensive learning path tailored for identity...
Foundry Tools Azure Machine Learning Entra Id
intermediate
Mslearn
free
Explore and configure the Azure Machine Learning workspace
Explore and configure the Azure Machine Learning workspace, its resources and its assets. Explore which developer...
Azure Machine Learning
beginner
Mslearn
free
Introduction to DevOps principles for machine learning
Learn about DevOps for machine learning, machine learning operations, and MLOps.
Azure Devops Azure Machine Learning Github
beginner
Mslearn
free
Introduction to audio classification with TensorFlow
Learn how to prepare audio data, create spectrograms, and build a TensorFlow keyword classification model.
Azure Machine Learning
beginner
Mslearn
free
Continuous deployment for machine learning
Learn about continuous development for machine learning, machine learning operations, and MLOps.
Azure Devops Azure Machine Learning Github
beginner
Mslearn
free
Tailoring trainings with AI
This module explores the dynamic integration of artificial intelligence (AI) in education.
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Design a machine learning operations solution
Design machine learning operations MLOps solution with Azure Machine Learning Python SDK v2.
Azure Machine Learning
beginner
Mslearn
free
Deploy a model to a batch endpoint
Learn how to deploy models to a batch endpoint. When you invoke a batch endpoint, you trigger a batch scoring job.
Azure Machine Learning
beginner
Mslearn
free
Work with compute targets in Azure Machine Learning
Learn how to work with compute targets in Azure Machine Learning. Compute targets allow you to run your machine...
Azure Machine Learning
beginner
Mslearn
free
Perform hyperparameter tuning with Azure Machine Learning
Learn how to perform hyperparameter tuning with a sweep job in Azure Machine Learning.
Azure Machine Learning
beginner
Mslearn
free
Introduction to Microsoft's Responsible AI Approach
This module provides an overview of Microsoft's responsible AI principles, guidelines, and standards.
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Design a model deployment solution
Design a model deployment solution with Azure Machine Learning Python SDK v2
Azure Machine Learning
beginner
Mslearn
free
Make data available in Azure Machine Learning
Learn about how to connect to data from the Azure Machine Learning workspace. You're introduced to datastores and...
Azure Machine Learning
beginner
Mslearn
free
Track model training with MLflow in jobs
Learn how to track model training with MLflow in jobs when running scripts.
Azure Machine Learning
beginner
Mslearn
free
Understand the Transformer architecture and explore large language models in Azure Machine Learning
Learn about the history of natural language processing (NLP), including how the Transformer architecture...
Azure Machine Learning
intermediate
Mslearn
free
Work with linting and unit testing in GitHub Actions
machine learning operations, MLOps, linter, linting, unit tests, code check
Azure Machine Learning Github
intermediate
Mslearn
free
Introduction to computer vision with TensorFlow
Learn how to perform different computer vision tasks using TensorFlow.
Azure Machine Learning
beginner
Mslearn
free
Register an MLflow model in Azure Machine Learning
Learn how to register an Mlflow model in Azure Machine Learning.
Azure Machine Learning
beginner
Mslearn
free
Create and explore the Responsible AI dashboard for a model in Azure Machine Learning
Create and explore the Responsible AI dashboard for a model in Azure Machine Learning using the Python SDK v2.
Azure Machine Learning
beginner
Mslearn
free
Trigger GitHub Actions with feature-based development
Learn how to trigger GitHub Actions with feature-based development to achieve machine learning operations or MLOps.
Azure Machine Learning Github
intermediate
Mslearn
free
Introduction to machine learning concepts
Machine learning is the basis for most modern artificial intelligence solutions. A familiarity with the core...
Azure Machine Learning
beginner
Mslearn
free
Design a data ingestion strategy for machine learning projects
Learn how to design a data ingestion solution for training data used in machine learning projects.
Azure Databricks Azure Machine Learning Azure Synapse Analytics
beginner
Mslearn
free
Create images with generative AI
Discover AI-powered image generators. Learn about image creation tools like Microsoft Image Creator. Understand...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Automate machine learning workflows
Learn about automation for machine learning, machine learning operations, and MLOps.
Azure Devops Azure Machine Learning Github
beginner
Mslearn
free
Track model training in Jupyter notebooks with MLflow
Learn how to use MLflow for model tracking when experimenting in notebooks.
Azure Machine Learning
beginner
Mslearn
free
Work with environments in Azure Machine Learning
Use Azure Machine Learning Python SDK v2 to work with environments
Azure Machine Learning
beginner
Mslearn
free
Trigger Azure Machine Learning jobs with GitHub Actions
MLOps, machine learning operations
Azure Machine Learning Github
intermediate
Mslearn
free
Apply responsible AI principles in learning environments
Discover Microsoft's commitment to ethical AI. Learn about the principles of responsible AI - fairness, reliability...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL
Learn how to use Azure Machine Learning for inferencing from Azure Database for PostgreSQL.
Azure Database Postgresql Azure Machine Learning
intermediate
Mslearn
free
Introduction to generative AI - Exploring the basics
By understanding the basics of generative AI models, you empower yourself to make responsible decisions when using...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
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...
Azure Azure Machine Learning Azure Machine Learning Studio
intermediate
Mslearn
free
Explore developer tools for workspace interaction
Learn how you can interact with the Azure Machine Learning workspace. You can use the Azure Machine Learning studio,...
Azure Machine Learning
beginner
Mslearn
free
Deploy a model to a managed online endpoint
Learn how to deploy models to a managed online endpoint for real-time inferencing.
Azure Machine Learning
beginner
Mslearn
free
A guide to artificial intelligence
This module explores fundamental concepts in artificial intelligence (AI) and machine learning.
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Introduction to building copilots for startups
In the rapidly advancing landscape of generative AI, the technology behind copilots continues to evolve....
Azure Bot Service Foundry Tools Azure Machine Learning
beginner
Mslearn
free
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...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Get started with machine learning in Azure
Design a machine learning model training solution with Azure Machine Learning.
Azure Machine Learning
beginner
Mslearn
free
Work with environments in GitHub Actions
machine learning operations, MLOps, environments
Azure Machine Learning Github
intermediate
Mslearn
free
Implement AI tools into a training environment
Explore the power of AI tools in education and training plans. Learn how to integrate AI tools to enhance...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Streamline training plans with AI tools
AI tools can aid in streamlining training plans. It helps in building learning objectives, streamlining research,...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
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...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Find the best classification model with Automated Machine Learning
Learn how to find the best classification model with automated machine learning (AutoML). You'll use the Python SDK...
Azure Machine Learning
beginner
Mslearn
free
Deploy a model with GitHub Actions
machine learning operations, MLOps, model deployment, online endpoint
Azure Machine Learning Github
intermediate
Mslearn
free
Introduction to natural language processing with TensorFlow
In this module, we explore different neural network architectures for processing natural language texts.
Azure Machine Learning
beginner
Mslearn
free
Create effective prompts for generative AI training tools
Learn how to craft engaging and informative prompts with Microsoft Copilot. This module will teach you the basic...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Explore Azure Machine Learning workspace resources and assets
As a data scientist, you can use Azure Machine Learning to train and manage your machine learning models. Learn what...
Azure Machine Learning
beginner
Mslearn
free
Use Microsoft Copilot to create training materials
Discover how Microsoft Copilot can enhance your training materials and resources. From content generation to image...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Run training scripts and track models with MLflow in Azure Machine Learning
Learn how to run scripts as command jobs and track model training with MLflow in Azure Machine Learning.
Azure Machine Learning
beginner
Mslearn
free
Source control for machine learning projects
Learn about source control for machine learning, machine learning operations, and MLOps.
Azure Devops Azure Machine Learning Github
beginner
Mslearn
free
Introduction to Azure Machine Learning authentication and authorization
Learn how to configure and manage Azure Machine Learning authentication and authorization.
Azure Machine Learning
beginner
Mslearn
free
Run pipelines in Azure Machine Learning
Learn how to create and use components to build pipeline in Azure Machine Learning. Run and schedule Azure Machine...
Azure Machine Learning
beginner
Mslearn
free
Run a training script as a command job in Azure Machine Learning
Run a command job with the Azure Machine Learning Python SDK v2.
Azure Machine Learning
beginner
Mslearn
free
Guided project - Embrace responsible AI
Go beyond theory and learn how to implement Responsible AI framework into a learning environment. Learn through...
Foundry Tools Azure Machine Learning Azure Machine Learning Designer
beginner
Mslearn
free
Use an Azure Machine Learning job for automation
MLOps, automation, Machine learning operations
Azure Machine Learning
intermediate
Mslearn
free
Build effective generative AI solutions in your organization
Discover how to make generative AI work for your organization. Learn the essential elements of building reliable,...
Microsoft 365 Copilot Azure Machine Learning Microsoft Foundry
beginner