Training Overview
Disclaimer: This course is independently developed and not affiliated with Microsoft. It covers concepts and skills that closely align with the objectives of Microsoft’s AI-102: Develop AI solutions in Azure training, making it a strong preparatory or complementary learning experience.
Azure AI Engineer Mastery: Designing Intelligent Applications with Azure AI Services
This five-day advanced custom training course prepares professionals to design, build, and deploy intelligent applications using Azure AI services, including Azure OpenAI and Azure AI Search. It emphasizes creating secure, scalable generative AI solutions across modalities like text, image, and code, while applying prompt engineering, model fine-tuning, and API orchestration. Learners also integrate responsible AI principles into enterprise-grade applications and develop reproducible workflows that align with business logic and user intent.
This training, is ideal for professionals with Python or C# experience, this intermediate-level certification emphasizes hands-on development across the full AI lifecycle, from ideation to deployment.
Module Breakdown:
Develop Generative AI Apps in Azure: Build GenAI applications using Azure AI Foundry. Learn to integrate large language models, craft effective prompts, and deploy context-aware solutions that generate text, code, and images.
Develop AI Agents on Azure: Design agentic workflows using Azure OpenAI and orchestration tools. Implement multi-turn interactions, memory management, and tool calling for intelligent task completion.
Develop Natural Language Solutions in Azure: Create NLP pipelines for sentiment analysis, entity recognition, and translation. Use Azure Language services to extract insights and build conversational interfaces.
Develop Computer Vision Solutions in Azure: Implement image and video processing using Azure AI Vision. Train custom models for object detection, OCR, and spatial analysis in real-world scenarios.
Develop AI Information Extraction Solutions in Azure: Build knowledge mining solutions with Azure AI Search. Extract structured data from unstructured sources using semantic search, document indexing, and enrichment pipelines.