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Azure AI Engineer Associate Certification (AI-102) - Full Course to Pass the Exam

Azure AI Engineer Associate Certification (AI-102) - Full Course to Pass the Exam

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Exam Guide Breakdown

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Exam Guide Breakdown

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Classroom Contents

Azure AI Engineer Associate Certification (AI-102) - Full Course to Pass the Exam

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

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