Azure AI Engineer Associate

5 Courses | 100 Lessons
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📖 C1 Prepare for AI Engineering on Azure 4 Modules | 20 Lessons
▶ M1 Introduction to AI on Azure 5
1L1 Artificial Intelligence Overview→ 2L2 Azure AI Services Landscape→ 3L3 Azure AI Resource Management→ 4L4 AI Development Tools→ 5L5 Module Review→
▶ M2 Azure Cognitive Services Overview 5
1L1 Cognitive Services Architecture→ 2L2 Language Services→ 3L3 Vision aur Speech Services→ 4L4 Decision aur OpenAI Services→ 5L5 Module Review→
▶ M3 AI Solution Architecture 5
1L1 AI Solution Design Patterns→ 2L2 Integration Patterns→ 3L3 Scalability aur Performance→ 4L4 Security aur Compliance→ 5L5 Module Review→
▶ M4 Responsible AI Principles 5
1L1 Responsible AI Framework→ 2L2 AI Content Safety→ 3L3 Bias Detection aur Mitigation→ 4L4 AI Governance→ 5L5 Module Review→
📖 C2 Build Natural Language Processing Solutions on Azure 4 Modules | 20 Lessons
▶ M1 Text Analytics and Sentiment Analysis 5
1L1 Azure AI Language Service→ 2L2 Sentiment Analysis→ 3L3 Entity Recognition aur Linking→ 4L4 Key Phrase aur Language Detection→ 5L5 Module Review→
▶ M2 Language Understanding LUIS 5
1L1 Conversational Language Understanding CLU→ 2L2 CLU Model Training→ 3L3 CLU Deployment aur Integration→ 4L4 Orchestration Workflows→ 5L5 Module Review→
▶ M3 Question Answering and QnA 5
1L1 Custom Question Answering→ 2L2 Knowledge Base Building→ 3L3 MultiTurn Conversations→ 4L4 QnA Deployment aur Integration→ 5L5 Module Review→
▶ M4 Translation and Language Detection 5
1L1 Azure AI Translator→ 2L2 Custom Translator→ 3L3 Speech Translation→ 4L4 Multilingual Applications→ 5L5 Module Review→
📖 C3 Build Computer Vision Solutions on Azure 4 Modules | 20 Lessons
▶ M1 Azure Computer Vision Service 5
1L1 Computer Vision Overview→ 2L2 Image Analysis Features→ 3L3 People aur Face Detection→ 4L4 Spatial Analysis→ 5L5 Module Review→
▶ M2 Image Classification and Object Detection 5
1L1 Image Classification→ 2L2 Custom Vision Training→ 3L3 Object Detection→ 4L4 Model Evaluation aur Export→ 5L5 Module Review→
▶ M3 Optical Character Recognition 5
1L1 OCR Fundamentals→ 2L2 Document Intelligence→ 3L3 Custom Document Models→ 4L4 OCR Application Patterns→ 5L5 Module Review→
▶ M4 Custom Vision Models 5
1L1 Custom Vision Service Deep Dive→ 2L2 Training Data Best Practices→ 3L3 Model Optimization→ 4L4 Production Deployment→ 5L5 Module Review→
📖 C4 Build Knowledge Mining Solutions on Azure 4 Modules | 20 Lessons
▶ M1 Introduction to Knowledge Mining 5
1L1 Knowledge Mining kya hai→ 2L2 Azure AI Search Architecture→ 3L3 Search Index Design→ 4L4 Upload aur Query Data→ 5L5 Module Review→
▶ M2 Azure Cognitive Search Fundamentals 5
1L1 Indexer Configuration→ 2L2 Search Queries Deep Dive→ 3L3 Relevance Tuning→ 4L4 Security aur Management→ 5L5 Module Review→
▶ M3 AI Enrichment Pipelines 5
1L1 AI Enrichment Overview→ 2L2 BuiltIn Cognitive Skills→ 3L3 Knowledge Store→ 4L4 Debug aur Monitor Skillsets→ 5L5 Module Review→
▶ M4 Custom Skills and Projections 5
1L1 Custom Skills→ 2L2 Build Custom Skills→ 3L3 Advanced Projections→ 4L4 EndtoEnd Knowledge Mining Solution→ 5L5 Module Review→
📖 C5 AI102 Exam Preparation and Practice 4 Modules | 20 Lessons
▶ M1 AI102 Exam Overview and Domains 5
1L1 AI102 Exam Structure→ 2L2 Domain 1 Plan aur Manage AI Solution→ 3L3 Domain 2 Implement AI Solutions→ 4L4 Domain 3 Monitor aur Optimize→ 5L5 Module Review→
▶ M2 Practice Questions NLP and Vision 5
1L1 Text Analytics Questions→ 2L2 Language Understanding Questions→ 3L3 Computer Vision Questions→ 4L4 Speech Service Questions→ 5L5 Module Review→
▶ M3 Practice Questions Knowledge Mining 5
1L1 Search Index Questions→ 2L2 AI Enrichment Questions→ 3L3 OpenAI aur Generative AI Questions→ 4L4 Integration Questions→ 5L5 Module Review→
▶ M4 Final Review and Exam Strategies 5
1L1 Quick Reference Guide→ 2L2 HighFrequency Exam Topics→ 3L3 Exam Day Strategy→ 4L4 Career aur Next Steps→ 5L5 Module Review→