Öppna kurser

This course introduces core concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions.

Utbildningsmål

  • Gain a solid foundation in AI concepts including machine learning, NLP, computer vision, and generative AI.
  • Learn hands-on with Azure AI Foundry to build and test intelligent applications.
  • Understand real-world applications of AI such as text analysis, speech recognition, image analysis, and information extraction.
  • Explore responsible AI practices to design solutions that are ethical and trustworthy.
  • Prepare for more advanced AI projects by establishing a strong base in both theory and Azure tools.

Målgrupp

This course is designed for beginners, students, developers, solution architects, and aspiring AI engineers, who want to learn how AI works and how to apply it with Azure services.

Förkunskaper

Prerequisite certification is not required before taking this course. However, successful Azure AI Fundamental students start with essential knowledge of computing and internet concepts and an interest in using Azure AI services.

Before taking this course, students should have:

  • Experience using computers and the internet.
  • Interest in use cases for AI applications and machine learning models.
  • A willingness to learn through hands-on exploration.

Innehåll

Module 1: Introduction to AI Concepts

  • Explore core AI topics including generative AI, computer vision, speech, natural language processing, and responsible AI.

Module 2: Introduction to Machine Learning Concepts

  • Understand machine learning types, regression, classification, clustering, deep learning, and transformers.

Module 3: Get Started with Machine Learning in Azure

  • Learn to define problems, prepare data, train models, and use Azure Machine Learning Studio.

Module 4: Introduction to Generative AI Concepts

  • Discover how language models and transformers generate original content and apply responsible practices.

Module 5: Get Started with Generative AI in Azure

  • Use Azure AI Foundry’s tools, model catalog, and playgrounds to build generative AI apps.

Module 6: Introduction to Natural Language Processing Concepts

  • Learn the fundamentals of NLP, from statistical techniques to semantic models.

Module 7: Get Started with Natural Language Processing in Azure

  • Apply Azure AI Language services for sentiment analysis, conversational AI, and translation.

Module 8: Get Started with Speech in Azure

  • Recognize and synthesize speech with Azure AI Speech services.

Module 9: Introduction to Computer Vision Concepts

  • Explore image processing, modern vision models, and machine learning for vision.

Module 10: Get Started with Computer Vision in Azure

  • Use Azure AI Vision services to analyze images and detect faces.

Module 11: Introduction to AI-Powered Information Extraction Concepts

  • Understand how to extract data from images, forms, and multimodal sources.

Module 12: Get Started with AI-Powered Information Extraction in Azure

  • Use Azure AI services to extract insights, build knowledge mining solutions, and analyze documents.

Diplom

Upon completion of the training, you will receive a diploma.

Anpassning

Yes, we are happy to tailor the training to your specific needs.

Certifiering

A certification voucher is included in the price. Valid for one attempt.

Språk

English for open course schedules. Swedish for customized training.

 

Kursen levereras genom utbildningspartner: Learning Tree
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