AI and machine learning

AI and machine learning

Learning

Learning Paths

An AI toolbox for trainers
Published: 3/14/2024, Length: 0:57:00

In today's fast-paced digital era, artificial intelligence (AI) is changing the way we train and educate. This learning path is designed to equip you with an understanding of how AI tools can transform a learning environment. Throughout this learning path, you'll explore how AI can elevate the training experience, build engaging content, and foster a more inclusive training environment. You'll also explore the advantages of integrating AI-powered productivity tools into your daily educational practices. By the end of this learning path, you'll be equipped to design and implement training ecosystems that apply AI tools to enhance the training process.

Levels: Beginner

Roles: K-12 Educator, Business User, Higher Education Educator, Data Engineer, School Leader

Modules

Introduction to generative AI for trainers
Published: 3/6/2024, Length: 1:08:00

Discover the world of generative AI, including basic concepts, the different applications in various fields, and the skills necessary to use generative AI tools within training environments. Gain knowledge of large language models (LLMs), AI-powered image generators, and Microsoft Copilot. Explore prompt engineering, navigate the limitations of content created by generative AI models, and learn to utilize generative AI models into your trainings critically and responsibly.

Levels: Beginner

Roles: K-12 Educator, Business User, Higher Education Educator, Data Engineer, School Leader

Modules

APL-2005 Develop AI agents using Azure OpenAI and the Semantic Kernel SDK
Published: 2/29/2024, Length: 4:46:00

APL-2005 Develop AI agents using Azure OpenAI and the Semantic Kernel SDK

Levels: Intermediate

Roles: Developer

Modules

Introduction to artificial intelligence for trainers
Published: 1/31/2024, Length: 2:36:00

Gain the foundational knowledge about the principles of artificial intelligence (AI) and how it's used in educational settings.

Levels: Beginner

Roles: K-12 Educator, Higher Education Educator, Business User, Data Engineer, School Leader

Modules

Create vision models with Azure AI Custom Vision
Published: 1/30/2024, Length: 1:43:00

How to create custom computer vision solutions with Azure AI Custom Vision

Levels: Intermediate

Roles: AI Engineer, Developer

Modules

AI for educators
Published: 1/26/2024, Length: 2:53:00

Explore the potential of artificial intelligence in education.

Levels: Beginner

Roles: K-12 Educator, School Leader, Higher Education Educator

Modules

Govern and protect sensitive information in the age of AI
Published: 12/18/2023, Length: 1:14:00

Develop skills in securing and governing data within AI-driven environments, using Microsoft Purview to navigate AI risks and ensure compliance. This path enhances your understanding of adapting security and governance strategies in response to the evolving landscape of AI technology.

Levels: Intermediate

Roles: Administrator, Auditor, Information Protection Administrator

Modules

Train and deploy a machine learning model with Azure Machine Learning
Published: 12/13/2023, Length: 4:34:00

To train a machine learning model with Azure Machine Learning, you need to make data available and configure compute. After training your model and tracking model metrics with MLflow, you can decide to deploy your model to an endpoint for real-time predictions.

Levels: Beginner

Roles: Data Scientist

Modules

Discover Microsoft AI for leaders in sustainability
Published: 12/6/2023, Length: 3:24:00

In this learning path, sustainability business leaders will find all the knowledge and resources to adopt AI in their organizations. It discusses available resources, strategy, responsible practices, and sustainability use cases.

Levels: Beginner

Roles: Business Owner, Business User

Modules

Discover Microsoft AI for leaders in manufacturing
Published: 12/6/2023, Length: 3:21:00

In this learning path, manufacturing business leaders will find all the knowledge and resources to adopt AI in their organizations. It discusses available resources, strategy, responsible practices, and manufacturing use cases.

Levels: Beginner

Roles: Business Owner, Business User

Modules

Discover Microsoft AI for leaders in retail
Published: 12/6/2023, Length: 3:20:00

In this learning path, retail business leaders find all the knowledge and resources to adopt AI in their organizations. It discusses available resources, strategy, responsible practices, and retail use cases.

Levels: Beginner

Roles: Business Owner, Business User

Modules

Learning Modules

Apply responsible AI principles in learning environments
Published: 3/27/2024, Length: 0:39:00
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 development and usage.
Introduction to Microsoft's Responsible AI Approach
Published: 3/25/2024, Length: 0:24:00
This module provides an overview of Microsoft's responsible AI principles, guidelines, and standards.
Training with AI tools
Published: 3/20/2024, Length: 1:56:00
In this module, you learn various AI-powered tools and how to effectively use them in your training sessions for an optimized learning experience.
Implement AI tools into a training environment
Published: 3/13/2024, Length: 0:17:00
Explore the power of AI tools in education and training plans. Learn how to integrate AI tools to enhance creativity, productivity, and efficiency in your training sessions. Understand the potential and limitations of AI through real-life examples and enhance your training experience.
Use AI tools to create an inclusive learning environment
Published: 3/13/2024, Length: 0:22:00
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.
Streamline training plans with AI tools
Published: 3/8/2024, Length: 0:18:00
AI tools can aid in streamlining training plans. It helps in building learning objectives, streamlining research, creating assessments, providing feedback, and improving writing quality. Collaboration is boosted with tools like Microsoft Copilot.
Create accessible solutions using AI innovations
Published: 3/5/2024, Length: 0:31:00
This module provides guidance on how to collaborate effectively with customers, partners, and the disability community to create innovative solutions that are accessible and inclusive. After completing this module, you'll have a better understanding of how AI can empower and enable people of all everyone.
Build a copilot solution with your own data using Azure AI Studio (preview)
Published: 3/4/2024, Length: 0:41:00
Copilots can work alongside you to provide suggestions, generate content, or help you make decisions. Copilots use language models as a form of generative artificial intelligence (AI) and will answer your questions using the data they were trained on. To ensure a copilot retrieves information from a specific source, you can add your own data when building a copilot with the Azure AI Studio...
Create images with generative AI
Published: 3/1/2024, Length: 0:26:00
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-powered image generators.
Create effective prompts for generative AI training tools
Published: 3/1/2024, Length: 0:20:00
Learn how to craft engaging and informative prompts with Microsoft Copilot. This module will teach you the basic concepts of prompt engineering, the elements of an effective prompt, and best practices in prompting.
Guided project - Create an AI travel agent
Published: 2/28/2024, Length: 0:44:00
Develop a proof of concept AI Travel assistant chatbot using the Semantic Kernel SDK.
Introduction to generative AI - Exploring the basics
Published: 2/28/2024, Length: 0:22:00
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 interactions with generative AI.