Become Introduction to AI in Azure Certified in Just 1 Day
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Introduction to AI in Azure Certification (AI-901) Boot Camp
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Course Description
Description
Prerequisites
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.
What You'll Learn
In this course, you will:
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- 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.
Course Outline
Chapter 1: Introduction to AI Concepts
- Explore core AI topics including generative AI, computer vision, speech, natural language processing, and responsible AI.
Chapter 2: Introduction to Machine Learning Concepts
- Understand machine learning types, regression, classification, clustering, deep learning, and transformers.
Chapter 3: Get Started with Machine Learning in Azure
- Learn to define problems, prepare data, train models, and use Azure Machine Learning Studio.
Chapter 4: Introduction to Generative AI Concepts
- Discover how language models and transformers generate original content and apply responsible practices.
Chapter 5: Get Started with Generative AI in Azure
- Use Azure AI Foundry’s tools, model catalog, and playgrounds to build generative AI apps.
Chapter 6: Introduction to Natural Language Processing Concepts
- Learn the fundamentals of NLP, from statistical techniques to semantic models.
Chapter 7: Get Started with Natural Language Processing in Azure
- Apply Azure AI Language services for sentiment analysis, conversational AI, and translation.
Chapter 8: Get Started with Speech in Azure
- Recognize and synthesize speech with Azure AI Speech services.
Chapter 9: Introduction to Computer Vision Concepts
- Explore image processing, modern vision models, and machine learning for vision.
Chapter 10: Get Started with Computer Vision in Azure
- Use Azure AI Vision services to analyze images and detect faces.
Chapter 11: Introduction to AI-Powered Information Extraction Concepts
- Understand how to extract data from images, forms, and multimodal sources.
Chapter 12: Get Started with AI-Powered Information Extraction in Azure
- Use Azure AI services to extract insights, build knowledge mining solutions, and analyze documents.
Frequently Asked Questions
What is the Introduction to AI in Azure (AI-901) Boot Camp?
The Introduction to AI in Azure (AI-901) Boot Camp is an instructor-led Microsoft Azure AI training program designed to provide foundational knowledge of artificial intelligence and Azure AI services. Students learn about machine learning, generative AI, computer vision, natural language processing, and responsible AI while preparing for the AI-901 certification exam.
Who should take AI-901 training?
AI-901 training is ideal for IT professionals, developers, business professionals, students, project managers, cloud professionals, and anyone interested in artificial intelligence and Microsoft Azure. It is particularly well suited for individuals who want to build foundational AI knowledge before pursuing more advanced Azure AI certifications.
Do I need previous AI or Azure experience?
No. AI-901 is a foundational certification, so extensive artificial intelligence or Azure experience is not required. A basic understanding of technology and cloud computing can be helpful, but the course is designed to introduce the fundamental concepts of Azure AI.
Does AI-901 include generative AI training?
Yes. Generative AI is an important part of modern Azure AI capabilities. AI-901 training introduces foundational concepts related to generative AI, large language models, AI solutions, and responsible AI, helping students understand how generative AI technologies are used in Azure.
Do I need programming experience for AI-901?
No. Programming experience is not generally required for the AI-901 fundamentals certification. The course focuses on understanding AI concepts and Azure AI capabilities rather than requiring students to be experienced software developers.
Is AI-901 good for someone new to artificial intelligence?
Yes. Introduction to AI in Azure (AI-901) is specifically designed to establish foundational knowledge, making it an excellent starting point for individuals who are new to artificial intelligence, machine learning, generative AI, and Azure AI services.
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