Microsoft Azure AI Fundamentals (AI-900)

Benieuwd hoe AI werkt en wat je ermee kunt in Azure? Deze training biedt een toegankelijke introductie in AI-concepten, machine learning, computer vision, NLP en bots op het Azure-platform.

Wil je ontdekken wat AI is en hoe je zelf slimme oplossingen kunt bouwen met Microsoft Azure? In de training Microsoft Azure AI Fundamentals (AI-900) leer je de basisprincipes van AI en de belangrijkste Azure-diensten die AI-mogelijkheden ondersteunen. De training combineert klassikale uitleg met hands-on opdrachten via de Microsoft Learn omgeving.

Wat leer je in deze training?
• Introductie tot AI – Basisconcepten van AI en verantwoordelijk ontwikkelen van AI-oplossingen.
• Machine Learning – De fundamenten van machine learning en modelleren met Azure Machine Learning.
• Computer Vision – Beeld- en videotechnologieën begrijpen en toepassen met Azure-diensten.
• Natural Language Processing (NLP) – Tekstanalyse, spraakherkenning en vertaling mogelijk maken.
• Conversational AI – Slimme bots ontwerpen die gebruikersvragen kunnen interpreteren en beantwoorden.

Deze training is ideaal voor iedereen zonder technische voorkennis van Azure die inzicht wil krijgen in moderne AI-toepassingen. Basiskennis van ICT en wiskundige concepten (zoals grafieken interpreteren) is handig.

De training bevat Engelstalig lesmateriaal en wordt gegeven door een Nederlandstalige docent

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The Azure AI Fundamentals course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don’t need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.

Programma

Module 1: Introduction to AI

In this module, you'll learn about common uses of artificial intelligence (AI), and the different types of workload associated with AI. You'll then explore considerations and principles for responsible AI development.
Lessons

Artificial Intelligence in Azure
Responsible AI

After completing this module you will be able to:

Describe Artificial Intelligence workloads and considerations

Module 2: Machine Learning

Machine learning is the foundation for modern AI solutions. In this module, you'll learn about some fundamental machine learning concepts, and how to use the Azure Machine Learning service to create and publish machine learning models.
Lessons

Introduction to Machine Learning
Azure Machine Learning

After completing this module you will be able to:

Describe fundamental principles of machine learning on Azure

Module 3: Computer Vision

Computer vision is a the area of AI that deals with understanding the world visually, through images, video files, and cameras. In this module you'll explore multiple computer vision techniques and services.
Lessons

Computer Vision Concepts
Computer Vision in Azure

After completing this module you will be able to:

Describe features of computer vision workloads on Azure

Module 4: Natural Language Processing

This module describes scenarios for AI solutions that can process written and spoken language. You'll learn about Azure services that can be used to build solutions that analyze text, recognize and synthesize speech, translate between languages, and interpret commands.

After completing this module you will be able to:

Describe features of Natural Language Processing (NLP) workloads on Azure

Module 5: Conversational AI

Conversational AI enables users to engage in a dialog with an AI agent, or bot, through communication channels such as email, webchat interfaces, social media, and others. This module describes some basic principles for working with bots and gives you an opportunity to create a bot that can respond intelligently to user questions.
Lessons