AI-100T01: Designing and Implementing an Azure AI Solution

Course Prerequisites

• Basic understanding of cloud computing concepts and familiarity with the Azure platform.
• Experience with programming languages such as Python, C#, or JavaScript is beneficial.
• Familiarity with machine learning fundamentals or data science concepts is recommended.
• No prior experience with Azure AI services is required, but an understanding of basic AI concepts (e.g., supervised vs unsupervised learning, neural networks) will be helpful.

Learning Objectives

By the end of the AI-100T01: Designing and Implementing an Azure AI Solution course, you will be able to:

1. Understand the core concepts of AI, machine learning, and deep learning, and how they can be applied to solve business challenges.
2. Gain hands-on experience with key Azure AI services, including Azure Machine Learning, Azure Cognitive Services, Azure Bot Services, and Azure Cognitive Search.
3. Learn to design AI solutions that integrate machine learning models, natural language processing (NLP), computer vision, and speech recognition.
4. Understand how to build, train, and deploy AI models using Azure Machine Learning and other services to create end-to-end AI solutions.
5. Learn how to create and deploy AI-powered bots with Azure Bot Services to enhance customer interactions and automate processes.
6. Design AI solutions that incorporate real-time data processing, scalable storage, and cloud-based architecture for efficient operations.
7. Explore how to implement security and governance in AI solutions to protect data and ensure compliance with industry regulations.
8. Learn how to evaluate the performance of AI models and fine-tune them for better accuracy and efficiency.
9. Gain practical experience working with Azure AI tools to build applications that are both intelligent and user-friendly.
10. Prepare for certification exams such as the Microsoft Certified: Azure AI Engineer Associate by acquiring a deep understanding of Azure AI solutions.

Target Audience

This course is ideal for:

• AI developers and software engineers who want to expand their knowledge of AI solution design and Azure AI technologies.
• Cloud professionals and Azure administrators who are interested in deploying AI solutions on the Azure platform.
• Data scientists and machine learning engineers seeking to learn how to implement scalable AI models on Azure.
• Business leaders and IT decision-makers who want to understand how to apply AI in their organization using Azure AI services.
• AI solution architects and consultants looking to design AI-driven applications and systems for various industries using Azure.
• Anyone interested in pursuing Microsoft Azure AI certifications or enhancing their skills in Azure AI solution design.