AI-102: Designing and Implementing a Microsoft Azure AI Solution

Embark on a transformative journey into AI mastery with AI-102, your comprehensive guide to unlocking the full potential of Microsoft Azure AI. Tailored for seasoned software engineers fluent in C# or Python, this course propels you to the forefront of AI innovation. Explore crafting intelligent solutions that redefine possibilities: from developing robust computer vision applications to navigating the intricacies of natural language processing and creating dynamic, AI-powered search experiences. 

Throughout AI-102, you will delve into diverse learning paths crafted to refine your skills and broaden your capabilities. Whether you are classifying images, extracting insights from documents with Azure AI Document Intelligence, or developing generative AI solutions with Azure OpenAI Service, each module reveals new dimensions of creativity and technical expertise. 

Beyond constructing powerful AI solutions lies a commitment to responsible innovation. Learn essential practices to secure and monitor AI services, ensuring robust performance and ethical implementation. By the course’s conclusion, you will possess the tools and knowledge to confidently deploy AI services, leveraging Azure’s cutting-edge technologies to innovate and solve real-world challenges. 

Join AI-102 and embark on a transformative journey where your ideas converge with Azure’s advanced AI capabilities, empowering you to lead the next wave of technological breakthroughs. Whether enhancing business efficiency or pioneering new AI-driven experiences, AI-102 equips you to excel in today’s rapidly evolving digital landscape. 

LEARNING PATH 1
Get started with Azure AI Services

• Module 1: Prepare to develop AI solutions on Azure
• Module 2: Create and consume Azure AI services
• Module 3: Secure Azure AI services
• Module 4: Monitor Azure AI services
• Module 5: Deploy Azure AI services in containers

LEARNING PATH 2
Develop decision support solutions with Azure AI Services

• Module 1: Classify and moderate text with Azure Content Moderator

LEARNING PATH 3
Create computer vision solutions with Azure AI Vision

• Module 1: Analyze images
• Module 2: Image classification with custom Azure AI Vision models
• Module 3: Detect, analyze, and recognize faces
• Module 4: Read Text in images and documents with the Azure AI Vision Service
• Module 5: Analyze video

LEARNING PATH 4
Develop natural language processing solutions with Azure AI Services

• Module 1: Analyze text with Azure AI Language
• Module 2: Build a question answering solution
• Module 3: Build a conversational language understanding model
• Module 4: Create a custom text classification solution
• Module 5: Custom named entity recognition
• Module 6: Translate text with Azure AI Translator service
• Module 7: Create speech-enabled apps with Azure AI services
• Module 8: Translate speech with the Azure AI Speech service

LEARNING PATH 5
Implement knowledge mining with Azure AI Search

• Module 1: Create an Azure AI Search solution
• Module 2: Create a custom skill for Azure AI Search
• Module 3: Create a knowledge store with Azure AI Search
• Module 4: Enrich your data with Azure AI Language
• Module 5: Implement advanced search features in Azure AI Search
• Module 6: Build an Azure Machine Learning custom skill for Azure AI Search
• Module 7: Search data outside the Azure platform in Azure AI Search using Azure Data Factory
• Module 8: Maintain an Azure AI Search solution
• Module 9: Perform search re-ranking with semantic ranking in Azure AI Search
• Module 10: Perform vector search and retrieval in Azure AI Search

LEARNING PATH 6
Develop solutions with Azure AI Document Intelligence

• Module 1: Plan an Azure AI Document Intelligence solution
• Module 2: Use prebuilt Form Recognizer models
• Module 3: Extract data from forms with Azure Document Intelligence
• Module 4: Create a composed Form Recognizer model
• Module 5: Build a Document Intelligence custom skill for Azure AI Search

LEARNING PATH 7
Develop Generative AI solutions with Azure OpenAI Service

• Module 1: Get started with Azure OpenAI Service
• Module 2: Build natural language solutions with Azure OpenAI Service
• Module 3: Apply prompt engineering with Azure OpenAI Service
• Module 4: Generate code with Azure OpenAI Service
• Module 5: Generate images with Azure OpenAI Service
• Module 6: Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service
• Module 7: Fundamentals of Responsible Generative AI

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and generative AI solutions on Azure.

Microsoft Certified: Azure AI Engineer Associate after successful completition of the Exam AI-102: Designing and Implementing a Microsoft Azure AI Solution