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SkillSpring

Cheat sheet

Azure AI Engineer Associate (AI-102)

Building AI solutions with Azure AI services: vision, language, speech, search and OpenAI.

Study & career skills · Intermediate · English · 92 videos · 13 h 49 min · videos by ExamPro

By the end you should be able to

  1. Plan and secure an Azure AI solution
  2. Build vision, language and speech features
  3. Use Azure OpenAI in an application

Watch in this order

  1. 1.Meet Your Instructor1 min
  2. 2.Introduction to Azure AI Engineer Associate: AI-102 Course7 min
  3. 3.Exam Guide Breakdown10 min
  4. 4.Setting Up Your Development Environment47 min
  5. 5.Setting Up OpenAI Studio and AI Studio7 min
  6. 6.AI vs GenAI4 min
  7. 7.What is a Foundational Model?1 min
  8. 8.What is a Large Language Model?2 min
  9. 9.Transformer Architecture: Azure AI Engineer Associate3 min
  10. 10.Tokenization2 min
  11. 11.Tokens and Capacity2 min
  12. 12.Embeddings3 min
  13. 13.Positional Encoding1 min
  14. 14.Attention Mechanism3 min
  15. 15.Supervised and Unsupervised Reinforcement1 min
  16. 16.Neural Networks and Deep Learning2 min
  17. 17.GPU for Machine Learning1 min
  18. 18.Understanding CUDA1 min
  19. 19.Jupyter Notebooks1 min
  20. 20.Responsible AI1 min
  21. 21.Fairness in AI1 min
  22. 22.Reliability and Safety in AI1 min
  23. 23.Privacy and Security in AI1 min
  24. 24.Inclusiveness in AI1 min
  25. 25.Transparency in AI1 min
  26. 26.Accountability in AI1 min
  27. 27.Guidelines for Human AI Interaction1 min
  28. 28.Guidelines for Human AI Interaction Follow Along11 min
  29. 29.Responsible AI Standard V21 min
  30. 30.Responsible AI Standard V2 Follow Along1 min
  31. 31.RAI Transparency Report1 min
  32. 32.Azure AI Services Overview: Azure AI Engineer Associate2 min
  33. 33.Azure AI Services Containers3 min
  34. 34.Azure AI Services Diagnostic Logging3 min
  35. 35.Setting Up Azure AI Services API9 min
  36. 36.Azure AI Services Containers Follow Along23 min
  37. 37.Azure AI Services Diagnostic Logging Follow Along11 min
  38. 38.Azure AI Services vs Azure AI Studio3 min
  39. 39.Azure OpenAI Service2 min
  40. 40.Azure OpenAI Studio1 min
  41. 41.Azure OpenAI Service Models9 min
  42. 42.Azure OpenAI Service Deployment Types3 min
  43. 43.Basic Prompt Engineering and API43 min
  44. 44.Deploy a Third Party Model5 min
  45. 45.Deploy LLM to Web App14 min
  46. 46.Completion Model Temperature and Top P14 min
  47. 47.Prompt Flow Basics31 min
  48. 48.Prompt Flow Programmatic1 h 22 min
  49. 49.Prompt Flow Evals27 min
  50. 50.Prompt Flow Evals: Part 26 min
  51. 51.Fine Tuning LLMs8 min
  52. 52.Fine Tune Babbage27 min
  53. 53.DALL·E16 min
  54. 54.What is RAG?7 min
  55. 55.What is Document Cracking?5 min
  56. 56.What is HNSW?2 min
  57. 57.What is Semantic Ranking?4 min
  58. 58.Azure AI Search5 min
  59. 59.Azure AI Search Follow Along55 min
  60. 60.RAG with Azure AI Search48 min
  61. 61.Natural Language Processing3 min
  62. 62.Text Analytics: Text Extract Sentiment Analysis PII36 min
  63. 63.Text Analytics Extraction15 min
  64. 64.Introduction to Computer Vision3 min
  65. 65.Computer Vision Follow Along4 min
  66. 66.Azure AI Vision Studio1 min
  67. 67.Azure AI Vision Tour5 min
  68. 68.Image Analysis SDK2 min
  69. 69.OCR Computer Vision1 min
  70. 70.OCR Techniques Follow Along5 min
  71. 71.Introduction to Custom Vision1 min
  72. 72.Project Types and Domains3 min
  73. 73.Custom Vision Features3 min
  74. 74.Custom Vision Classification Follow Along7 min
  75. 75.Custom Vision Object Detection6 min
  76. 76.Azure AI Document Intelligence1 min
  77. 77.Document Intelligence Studio5 min
  78. 78.Document Intelligence Studio Custom Model10 min
  79. 79.Form Recognizer8 min
  80. 80.Speech API Overview: Azure AI Engineer Associate33 min
  81. 81.AI Video Indexer Overview: Azure AI Engineer Associate13 min
  82. 82.Azure AI Content Safety API1 min
  83. 83.Azure AI Content Safety Studio3 min
  84. 84.Content Safety Follow Along21 min
  85. 85.Language Understanding and QnA Overview: Azure AI Engineer Associate6 min
  86. 86.LUIS (Language Understanding Intelligent Service)2 min
  87. 87.LUIS Advanced Features Follow Along6 min
  88. 88.QnA Maker Overview: Azure AI Course4 min
  89. 89.Using QnAMaker Follow Along19 min
  90. 90.Face Service Overview: Azure AI Course2 min
  91. 91.Face Service Advanced Features3 min
  92. 92.Cleanup Process8 min

Before you start: Programming in Python or C# · Azure AI Fundamentals

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