Azure AI Engineer Associate

5 Courses · 165 Lessons
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C1 Prepare for AI Engineering on Azure 28 lessons

M1 Introduction to AI on Azure 7
1Artificial Intelligence Overview▸ 2Azure AI Services Landscape▸ 3Azure AI Resource Management▸ 4AI Development Tools▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M2 Azure Cognitive Services Overview 7
1Cognitive Services Architecture▸ 2Language Services▸ 3Vision aur Speech Services▸ 4Decision aur OpenAI Services▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M3 AI Solution Architecture 7
1AI Solution Design Patterns▸ 2Integration Patterns▸ 3Scalability aur Performance▸ 4Security aur Compliance▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M4 Responsible AI Principles 7
1Responsible AI Framework▸ 2AI Content Safety▸ 3Bias Detection aur Mitigation▸ 4AI Governance▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸

C2 Build Natural Language Processing Solutions on Azure 28 lessons

M1 Text Analytics and Sentiment Analysis 7
1Azure AI Language Service▸ 2Sentiment Analysis▸ 3Entity Recognition aur Linking▸ 4Key Phrase aur Language Detection▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M2 Language Understanding LUIS 7
1Conversational Language Understanding CLU▸ 2CLU Model Training▸ 3CLU Deployment aur Integration▸ 4Orchestration Workflows▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M3 Question Answering and QnA 7
1Custom Question Answering▸ 2Knowledge Base Building▸ 3MultiTurn Conversations▸ 4QnA Deployment aur Integration▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M4 Translation and Language Detection 7
1Azure AI Translator▸ 2Custom Translator▸ 3Speech Translation▸ 4Multilingual Applications▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸

C3 Build Computer Vision Solutions on Azure 28 lessons

M1 Azure Computer Vision Service 7
1Computer Vision Overview▸ 2Image Analysis Features▸ 3People aur Face Detection▸ 4Spatial Analysis▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M2 Image Classification and Object Detection 7
1Image Classification▸ 2Custom Vision Training▸ 3Object Detection▸ 4Model Evaluation aur Export▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M3 Optical Character Recognition 7
1OCR Fundamentals▸ 2Document Intelligence▸ 3Custom Document Models▸ 4OCR Application Patterns▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M4 Custom Vision Models 7
1Custom Vision Service Deep Dive▸ 2Training Data Best Practices▸ 3Model Optimization▸ 4Production Deployment▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸

C4 Build Knowledge Mining Solutions on Azure 28 lessons

M1 Introduction to Knowledge Mining 7
1Knowledge Mining kya hai▸ 2Azure AI Search Architecture▸ 3Search Index Design▸ 4Upload aur Query Data▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M2 Azure Cognitive Search Fundamentals 7
1Indexer Configuration▸ 2Search Queries Deep Dive▸ 3Relevance Tuning▸ 4Security aur Management▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M3 AI Enrichment Pipelines 7
1AI Enrichment Overview▸ 2BuiltIn Cognitive Skills▸ 3Knowledge Store▸ 4Debug aur Monitor Skillsets▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M4 Custom Skills and Projections 7
1Custom Skills▸ 2Build Custom Skills▸ 3Advanced Projections▸ 4EndtoEnd Knowledge Mining Solution▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸

C5 AI102 Exam Preparation and Practice 28 lessons

M1 AI102 Exam Overview and Domains 7
1AI102 Exam Structure▸ 2Domain 1 Plan aur Manage AI Solution▸ 3Domain 2 Implement AI Solutions▸ 4Domain 3 Monitor aur Optimize▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M2 Practice Questions NLP and Vision 7
1Text Analytics Questions▸ 2Language Understanding Questions▸ 3Computer Vision Questions▸ 4Speech Service Questions▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M3 Practice Questions Knowledge Mining 7
1Search Index Questions▸ 2AI Enrichment Questions▸ 3OpenAI aur Generative AI Questions▸ 4Integration Questions▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸
M4 Final Review and Exam Strategies 7
1Quick Reference Guide▸ 2HighFrequency Exam Topics▸ 3Exam Day Strategy▸ 4Career aur Next Steps▸ 5Module Review▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸