Download Udemy - AI-901 Exam Prep - Microsoft Azure AI Fundamentals Torrent

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Udemy - AI-901 Exam Prep - Microsoft Azure AI Fundamentals

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1 - The Modern AI Landscape & Ethical Frameworks

1. Evolution from AI-900 to AI-901 What has Changed.mp4

MP4

35.7 MB

1. Quiz.html

HTML

21 KB

1. The Modern AI Landscape & Ethical Frameworks.pdf

PDF

1.3 MB

10 - Practice Test

1. Microsoft AI-901 Microsoft Azure AI Fundamental Practice Test 1 (Description).html

HTML

819.2 B

1. Microsoft AI-901 Microsoft Azure AI Fundamental Practice Test 1.html

HTML

133.1 KB

2 - Fundamental Principles of Machine Learning on Azure

14. Exploring Azure Machine Learning Capabilities.mp4

MP4

43 MB

14. Fundamental Principles of Machine Learning on Azure.pdf

PDF

796.7 KB

15. Automated Machine Learning (AutoML) Concepts and Use Cases.mp4

MP4

47.7 MB

16. Understanding Regression Predicting Continuous Values.mp4

MP4

49.6 MB

17. Understanding Classification Categorizing Data Points.mp4

MP4

29.7 MB

18. Understanding Clustering Identifying Hidden Patterns.mp4

MP4

44.5 MB

19. Data Science Workspace Compute, Data, and Model Management.mp4

MP4

46 MB

2. Quiz.html

HTML

20.5 KB

20. Model Deployment Strategies Real-time vs. Batch Inference.mp4

MP4

37.1 MB

21. Monitoring Model Decay and Data Drift.mp4

MP4

34 MB

22. Case Study Predicting Retail Demand using Azure AutoML.mp4

MP4

84.6 MB

3 - Computer Vision Workloads in Azure

23. Common Scenarios for Computer Vision.mp4

MP4

43.3 MB

23. Computer Vision Workloads in Azure.pdf

PDF

780.2 KB

24. Image Classification vs. Object Detection.mp4

MP4

38.3 MB

25. Optical Character Recognition (OCR) Extracting Text from Images.mp4

MP4

41.6 MB

26. Facial Detection, Analysis, and Recognition Concepts.mp4

MP4

43.9 MB

27. Exploring the Azure AI Vision Service.mp4

MP4

40.3 MB

28. Image Analysis Tagging and Categorization.mp4

MP4

36.4 MB

29. Custom Vision Training for Niche Requirements.mp4

MP4

37.4 MB

3. Quiz.html

HTML

20.4 KB

30. Spatial Analysis Understanding Movement in Physical Spaces.mp4

MP4

36.2 MB

31. Video Indexer Insights from Multimedia Content.mp4

MP4

40.4 MB

32. Case Study Automating Quality Control in Manufacturing with Vision AI.mp4

MP4

42.8 MB

4 - Natural Language Processing (NLP) & Speech

33. Identifying NLP Workload Scenarios.mp4

MP4

39.2 MB

33. Natural Language Processing (NLP) & Speech.pdf

PDF

914.3 KB

34. Key Phrase Extraction and Entity Recognition.mp4

MP4

40 MB

35. Sentiment Analysis Gauging User Emotion.mp4

MP4

42.6 MB

36. Language Modeling and Text Summarization Concepts.mp4

MP4

34.9 MB

37. Azure AI Language Service Unified NLP Capabilities.mp4

MP4

36.7 MB

38. Question Answering and Conversational Language Understanding.mp4

MP4

33.2 MB

39. Speech Recognition Converting Audio to Text.mp4

MP4

38.5 MB

4. Quiz.html

HTML

20.4 KB

40. Speech Synthesis Creating Natural Human-like Voices.mp4

MP4

39 MB

41. Real-time Translation for Global Communication.mp4

MP4

49.5 MB

42. Case Study Building a Multilingual Customer Support Hub.mp4

MP4

74.1 MB

5 - Generative AI Workloads & Large Language Models (LLMs)

43. Generative AI Workloads & Large Language Models (LLMs).pdf

PDF

1.1 MB

43. What is Generative AI Concepts of Content Creation.mp4

MP4

32.9 MB

44. Understanding LLMs Tokens, Embeddings, and Parameters.mp4

MP4

37.7 MB

45. The Azure OpenAI Service Models (GPT-4, DALL-E, Codex).mp4

MP4

41.1 MB

46. Prompt Engineering The Art of Guiding the Model.mp4

MP4

31.2 MB

47. Zero-shot, One-shot, and Few-shot Learning.mp4

MP4

36.2 MB

48. Copilot Scenarios Enhancing Human Productivity.mp4

MP4

37.2 MB

49. Temperature and Top-P Controlling Model Randomness.mp4

MP4

38.2 MB

5. Quiz.html

HTML

20.5 KB

50. Content Filtering and Safety in Generative AI.mp4

MP4

33.4 MB

51. Case Study Generating Creative Marketing Campaigns with Azure OpenAI.mp4

MP4

57.4 MB

6 - Implementation with Microsoft AI Foundry

52. Implementation with Microsoft AI Foundry.pdf

PDF

779.9 KB

52. Introduction to Microsoft AI Foundry The Unified Platform.mp4

MP4

41.1 MB

53. Navigating the Model Catalog Choosing the Right Foundation.mp4

MP4

36 MB

54. Deploying Your First Model in AI Foundry.mp4

MP4

31.9 MB

55. Evaluating Model Performance Accuracy vs. Grounding.mp4

MP4

35.2 MB

56. RAG (Retrieval-Augmented Generation) Using Your Own Data.mp4

MP4

35.3 MB

57. Vector Databases Storing and Searching Embeddings.mp4

MP4

37.9 MB

58. The AI Foundry SDK Conceptual Overview for Developers.mp4

MP4

40.4 MB

59. Case Study Knowledge Base Chatbot using RAG and AI Foundry.mp4

MP4

39.6 MB

6. Quiz.html

HTML

20.3 KB

7 - Agentic AI & The Future of Autonomy

60. Agentic AI & The Future of Autonomy.pdf

PDF

756.5 KB

60. Defining AI Agents Beyond Simple Chatbots.mp4

MP4

37.4 MB

61. The Agent Lifecycle Plan, Execute, and Observe.mp4

MP4

35.2 MB

62. Multi-Agent Systems Coordination and Orchestration.mp4

MP4

42.1 MB

63. Tool Calling How Agents Interact with External APIs.mp4

MP4

35.4 MB

64. Memory and State Management in Agentic Workflows.mp4

MP4

39.7 MB

65. Evaluating Agent Reliability and Reasoning.mp4

MP4

38.5 MB

66. Case Study Orchestrating a Supply Chain Agent for Logistics.mp4

MP4

55.2 MB

7. Quiz.html

HTML

20.6 KB

8 - Document Intelligence & Specialized AI

67. Azure AI Document Intelligence Form and Table Extraction.mp4

MP4

81.8 MB

67. Document Intelligence & Specialized AI.pdf

PDF

717.6 KB

68. Custom Models for Specialized Document Layouts.mp4

MP4

34.2 MB

69. Azure AI Search Bringing it all Together.mp4

MP4

45.3 MB

70. Integration with Power Platform Low-code AI Solutions.mp4

MP4

39.2 MB

71. Pricing and Cost Management for Azure AI Services.mp4

MP4

64.4 MB

72. Case Study Digitizing 50 Years of Invoices for a Global Firm.mp4

MP4

73.6 MB

8. Quiz.html

HTML

20.5 KB

9 - Final Preparation Strategy

73. Final Preparation Strategy.pdf	PDF	664 KB
73. Understanding the Exam Structure and Question Types.mp4	MP4	32.3 MB
74. Critical Thinking How to Eliminate Incorrect Answers.mp4	MP4	19.7 MB
75. Time Management during the Certification Session.mp4	MP4	31.8 MB
76. The Day-of Mental Checklist for Success.mp4	MP4	37.7 MB
9. Quiz.html	HTML	20.6 KB

2. Microsoft AI-901 Microsoft Azure AI Fundamental Practice Test 2 (Description).html

HTML

819.2 B

2. Microsoft AI-901 Microsoft Azure AI Fundamental Practice Test 2.html

HTML

132.1 KB

10. Responsible AI Inclusiveness and Accessibility.mp4

MP4

73.3 MB

11. Responsible AI Transparency and Explainability.mp4

MP4

64 MB

12. Responsible AI Accountability and Human Oversight.mp4

MP4

91.1 MB

13. Case Study Navigating Ethical Dilemmas in a Medical AI Deployment.mp4

MP4

113.5 MB

2. Defining Artificial Intelligence in the Era of Generative Models.mp4

MP4

139 MB

3. Understanding Machine Learning Features, Labels, and Training.mp4

MP4

133.1 MB

4. Understanding Machine Learning Features, Labels, and Training.mp4

MP4

133.1 MB

5. Deep Learning and the Rise of Neural Networks.mp4

MP4

117.3 MB

6. The Transformer Architecture The Engine of Modern AI.mp4

MP4

131.1 MB

7. Responsible AI The Principle of Fairness.mp4

MP4

84.1 MB

8. Responsible AI Reliability and Safety in Critical Systems.mp4

MP4

78.2 MB

9. Responsible AI Privacy and Security of User Data.mp4

MP4

68.7 MB

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Udemy - AI-901 Exam Prep - Microsoft Azure AI Fundamentals

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