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What is RAG
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Classroom Contents
Azure AI Engineer Associate Certification (AI-102) - Full Course to Pass the Exam
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- 1 Introduction
- 2 Exam Guide Breakdown
- 3 Setup Dev Env
- 4 Setup OpenAI Studio and AI Studio
- 5 AI vs GenAI
- 6 What is a Foundational Model
- 7 What is a Large Language Model
- 8 Transformer Architecture
- 9 Tokenization
- 10 Tokens and Capacity
- 11 Embeddings
- 12 Positional Encoding
- 13 Attention
- 14 Supervised and Unsupervised Reinforcement
- 15 Neural Networks and Deep Learning
- 16 GPU
- 17 CUDA
- 18 Juypter Notebooks
- 19 Responsible AI
- 20 Fairness
- 21 Reliability and safety
- 22 Privacy and security
- 23 Inclusiveness
- 24 Transparency
- 25 Accountability
- 26 Guidelines for Human AI Interaction
- 27 Guidelines for Human AI Interaction Follow Along
- 28 Responsible AI Standard V2
- 29 Responsible AI Standard V2
- 30 RAI Transparency Report
- 31 Azure AI Services
- 32 Azure AI Services Containers
- 33 Azure AI Services Diagnostic Logging
- 34 Setup Azure AI Services API
- 35 Azure AI Services Containers
- 36 Azure AI Services Diagnostic Logging
- 37 Azure AI Services vs Azure AI Studio
- 38 Azure OpenAI Service
- 39 Azure OpenAI Studio
- 40 Azure OpenAI Service Models
- 41 Azure OpenAI Service Deployment Types
- 42 Basic Prompt Engineering and API
- 43 Deploy a Third Party Model
- 44 Deploy LLM to Web App
- 45 Completion Model Temperature and Top P
- 46 Prompt Flow Basics
- 47 Prompt Flow Programmatic
- 48 Prompt Flow Evals
- 49 Fine Tunning LLMs
- 50 Fine Tune Babbage
- 51 Dalle
- 52 What is RAG
- 53 What is Document Cracking
- 54 What is HNSW
- 55 What is Semantic Ranking
- 56 Azure AI Search
- 57 Azure AI Search
- 58 RAG with Azure AI Search
- 59 Natural Language Processing
- 60 Text Analytics Text Extract Sentiment Analysis PII
- 61 Text Analytics Extraction
- 62 Computer Vision
- 63 Computer Vision
- 64 Azure AI Vision Studio
- 65 Azure AI Vision Tour
- 66 Image Analysis SDK
- 67 OCR Computer Vision
- 68 OCR
- 69 Introduction to Custom Vision
- 70 Project Types and Domains
- 71 Custom Vision Features
- 72 Custom Vision Classification
- 73 Custom Vision Object Detection
- 74 Azure AI Document Intelligence
- 75 Document Intelligence Studio
- 76 Document Intelligence Studio Custom Model
- 77 Form Recognizer
- 78 Speech API
- 79 AI Video Indexer
- 80 Azure AI Content Safety API
- 81 Azure AI Content Safety Studio
- 82 Content Safety
- 83 Language Understanding and Qna Moved
- 84 LUIS
- 85 QnA Maker
- 86 QnAMaker
- 87 LUIS
- 88 Face Service
- 89 Face Service
- 90 Cleanup
