Mastering Microsoft Azure AI Fundamentals: AI-901 Certification & Generative AI with Foundry

What you will learn:

Attain profound mastery of AI-901 exam concepts through immersive, hands-on scenarios and rigorous practice assessments.
Cultivate a deep understanding of generative AI fundamentals, its diverse capabilities, and impactful real-world applications crucial for AI-901 certification.
Become proficient in Microsoft Azure's ecosystem and its foundational AI services, essential for AI-901 certification success.
Articulate and effectively apply the principles of responsible AI, including fairness, reliability, privacy, and accountability, within Azure AI solutions.
Thoroughly explore common AI workloads, encompassing advanced text analysis, sophisticated computer vision, and robust speech processing technologies relevant to AI-901.
Gain expertise in how Microsoft Foundry structures, organizes, and facilitates the deployment of generative AI models and intelligent agents.
Develop the skill to create highly effective system and user prompts, illustrated with practical, real-world Azure AI examples.
Utilize Azure Content Understanding for precise and efficient information extraction across various data types, vital for AI-901 readiness.
Construct and effectively interact with streamlined chat clients, advanced single-agent solutions, and cutting-edge multimodal AI models.
Accurately identify appropriate AI model components, determine optimal configurations, and select suitable deployment options for diverse scenarios.
Implement and deploy practical AI solutions for text, speech, and visual data processing using the versatile Microsoft Foundry platform for AI-901.
Master advanced text analysis techniques such as keyword extraction, entity recognition, sentiment analysis, and intelligent summarization.
Comprehend the functionalities and applications of generative AI applications and agentic AI capabilities within the expansive Azure AI framework.

Description

Unlock your potential in Artificial Intelligence with our premier online course: "Mastering Microsoft Azure AI Fundamentals." Designed for both technical beginners and aspiring AI developers, this comprehensive program is your ultimate guide to achieving the Microsoft AI-901 Azure AI Fundamentals certification. Go beyond basic concepts and dive into the practical application of AI, including cutting-edge generative AI, machine learning principles, and hands-on development with Microsoft Foundry.

Our meticulously crafted curriculum mirrors the latest official Microsoft AI-901 exam syllabus, ensuring you are thoroughly prepared for the 2026 certification. With over 324 exam-style practice questions and immersive scenarios, you'll gain the confidence and expertise needed to excel.

This course empowers you to:

Understand the core Microsoft AI services and their applications.
Explore the exciting world of generative AI and intelligent agents.
Master responsible AI frameworks, ensuring ethical and secure AI development.
Grasp basic Python syntax relevant for AI application building.
Develop practical AI applications using the innovative Microsoft Foundry platform.

Key Certification Domains Covered:

Our program offers complete coverage of the newly structured AI-901 exam skills outline, focusing on two critical domains:

Demystifying AI Concepts and Responsibilities (40–45% of exam):

Principles of Responsible AI: Learn to implement considerations for fairness, reliability, safety, privacy, security, inclusiveness, transparency, and accountability in your AI solutions.
AI Model Components & Configurations: Gain insights into how generative AI models operate, identify the right AI model for specific capabilities, and configure optimal deployment options.
Understanding AI Workloads: Identify diverse scenarios for common AI workloads, including generative AI, agentic AI, advanced text analysis, speech processing, computer vision, and efficient information extraction. Explore techniques like keyword extraction, entity detection, sentiment analysis, summarization, and the features of speech recognition, synthesis, computer vision, and image generation. Discover methods to extract information from text, images, audio, and videos.

Implementing AI Solutions with Microsoft Foundry (55–60% of exam):

Generative AI Apps & Agents with Foundry: Master the art of creating effective system and user prompts for generative AI models. Learn to deploy models and interact with them via the Foundry portal. Build lightweight chat client applications using the Foundry SDK and develop single-agent solutions, including client applications, within Foundry.
Text & Speech AI Solutions with Foundry: Construct lightweight applications incorporating text analysis. Respond to spoken prompts using deployed multimodal models and build applications leveraging Azure Speech services within Foundry Tools.
Computer Vision & Image Generation with Foundry: Interpret visual input in prompts using deployed multimodal models. Create new visual outputs with generative models and build lightweight applications featuring robust vision capabilities.
Information Extraction with Foundry: Utilize Azure Content Understanding in Foundry Tools to extract critical information from documents, forms, images, audio, and video. Build lightweight applications with advanced information extraction capabilities.

Embark on your journey to becoming a certified Microsoft Azure AI professional and harness the power of AI to innovate and solve real-world challenges. Happy Learning!

The Team at Codaming

Curriculum

Module 1: Foundational AI Concepts & Responsible AI Practices on Azure

This introductory module establishes a strong understanding of Artificial Intelligence within the Microsoft Azure ecosystem. You will delve into the critical principles of responsible AI, learning to integrate considerations for fairness, reliability, safety, privacy, security, inclusiveness, transparency, and accountability into every AI solution design. Furthermore, this section meticulously explores various AI model components and their configurations, detailing the operational mechanics of generative AI models, guiding you in selecting the most appropriate models based on specific capabilities, and optimizing their deployment parameters. The module culminates in identifying and analyzing common AI workloads, encompassing generative AI, agentic AI, advanced text analysis, sophisticated speech processing, comprehensive computer vision, and efficient information extraction, complete with their practical real-world scenarios. You will grasp the fundamental techniques of text analysis, such as keyword extraction, entity detection, sentiment analysis, and summarization, alongside the key features and capabilities of speech recognition, speech synthesis, computer vision, image generation, and methods for robust information extraction from diverse multimedia formats.

Module 2: Practical Generative AI and Agent Implementation with Microsoft Foundry

Dive into the hands-on application of generative AI by mastering the Microsoft Foundry platform. This module provides a step-by-step guide to creating highly effective system and user prompts that elicit desired outcomes from generative AI models. You will gain practical experience in deploying these models directly within the Foundry portal and learn to interact with them in real-time. Practical exercises are central to this section, including building a lightweight chat client application utilizing the Foundry SDK, as well as developing, testing, and refining single-agent solutions directly within the intuitive Foundry portal. By the end of this module, you will possess the skills to create lightweight client applications that seamlessly interface with your deployed agents, bringing your generative AI projects to tangible fruition.

Module 3: Crafting AI Solutions for Text and Speech Using Microsoft Foundry

Expand your practical AI development skills by implementing specialized solutions focused on text and speech within the versatile Microsoft Foundry environment. This comprehensive section guides you through the process of constructing lightweight applications that incorporate robust text analysis capabilities, allowing for insightful data processing. You will explore advanced techniques for responding to spoken prompts by effectively utilizing deployed multimodal models, enabling sophisticated voice-driven interactions. Furthermore, this module extensively covers the intricacies of building lightweight applications specifically engineered to leverage Azure Speech services directly within the Foundry Tools, providing a deep and practical understanding of both speech-to-text and text-to-speech integrations for diverse applications.

Module 4: Implementing Computer Vision & Image Generation with Microsoft Foundry

This module is dedicated to the visual dimension of Artificial Intelligence, guiding you through the successful implementation of powerful computer vision and innovative image-generation solutions using the Microsoft Foundry platform. You will acquire essential skills in interpreting visual input effectively within prompts when working with deployed multimodal models, enabling a richer understanding of visual data. A key learning outcome in this section is the ability to create novel and imaginative visual outputs utilizing advanced generative models. The module culminates in the development of lightweight applications specifically equipped with robust vision capabilities, empowering you to process, analyze, and generate images, thereby opening up new avenues for groundbreaking visual AI projects.

Module 5: Advanced Information Extraction via Azure Content Understanding in Foundry

Master the sophisticated art of information extraction by leveraging Azure Content Understanding within the Microsoft Foundry framework. This in-depth section provides extensive hands-on experience in precisely extracting critical information from a wide array of document types, including complex forms, diverse images, audio recordings, and video content, all facilitated by Azure Content Understanding in Foundry Tools. You will develop expertise in accurately identifying, locating, and retrieving key data points, efficiently transforming unstructured raw data into actionable insights. The module concludes with the practical development of lightweight applications specifically engineered with comprehensive information extraction capabilities, enabling you to process and analyze a variety of content types with unparalleled efficiency and precision.

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