Udemy - AI-300 - Machine Learning Operations Engineer Associate

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size4 GB
  • Uploaded Byfreecoursewb
  • Downloads59
  • Last checkedAug. 08th '26
  • Date uploadedAug. 07th '26
  • Seeders 0
  • Leechers25

Infohash : 1F18DE60CCD9F2F48ACF1FB3EEB1B9F7DAD2B4F5

AI-300: Machine Learning Operations Engineer Associate

https://WebToolTip.com

Published 7/2026
Created by Christopher Nett | 100.000+ Enrollments Worldwide
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 75 Lectures ( 9h 40m ) | Size: 4 GB

Pass AI-300 | Hands-on experience in your own free Azure environment

What you'll learn
⚡ Create and manage resources in a Machine Learning workspace
⚡ Create and manage assets in a Machine Learning workspace
⚡ Implement IaC for Machine Learning
⚡ Orchestrate model training
⚡ Implement model registration and versioning
⚡ Deploy machine learning models for production environments
⚡ Monitor and maintain machine learning models in production
⚡ Implement Foundry environments and platform configuration
⚡ Deploy and manage foundation models for production workloads
⚡ Implement prompt versioning and management with source control
⚡ Configure evaluation and validation for generative AI applications and agents
⚡ Implement observability for generative AI applications and agents
⚡ Optimize retrieval-augmented generation (RAG) performance and accuracy
⚡ Implement advanced fine-tuning and model customization

Requirements
❗ Basic IT Knowledge
❗ Willingness to learn cool stuff!

Files:

[ WebToolTip.com ] Udemy - AI-300 - Machine Learning Operations Engineer Associate
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Azure Basics
    • 1. Azure Global Backbone.mp4 (66.0 MB)
    • 2. Azure Regions and Datacenters.mp4 (98.9 MB)
    • 3. Azure Resource Hierarchy.mp4 (77.4 MB)
    • 4. Azure Subscription Types.mp4 (7.8 MB)
    • 5. Entra ID Tenants and Azure Subscriptions.mp4 (5.9 MB)
    • 6. Get your Azure Subscription.mp4 (20.5 MB)
    • 7. Setup your Azure Environment.mp4 (35.0 MB)
    • 8. Cost Management.mp4 (25.4 MB)
    10 - AI Risks and Responsible AI
    • 68. Common AI Risks.mp4 (17.2 MB)
    • 69. Prompt Injection.mp4 (15.6 MB)
    • 70. Training Data Poisoning.mp4 (14.1 MB)
    • 71. Overreliance.mp4 (11.1 MB)
    • 72. Microsoft Responsible AI.mp4 (35.9 MB)
    • 73. Microsoft Defender for Cloud.mp4 (66.5 MB)
    • 74. Microsoft Defender for Cloud - AI Services.mp4 (13.0 MB)
    • 75. Microsoft Defender for Cloud - Configure Defender for AI Services.mp4 (71.8 MB)
    2 - Basics - Azure Management Tools
    • 10. Azure Portal.mp4 (121.6 MB)
    • 11. Azure PowerShell - Overview.mp4 (5.6 MB)
    • 12. Azure PowerShell - Install on Windows.mp4 (20.2 MB)
    • 13. Azure PowerShell - Install on MacOS.mp4 (26.1 MB)
    • 14. Azure PowerShell - Demo.mp4 (55.3 MB)
    • 15. Azure CLI - Overview.mp4 (5.6 MB)
    • 16. Azure CLI - Install on Windows.mp4 (20.2 MB)
    • 17. Azure CLI - Install on MacOS.mp4 (26.0 MB)
    • 18. Azure CLI - Demo.mp4 (165.2 MB)
    • 19. Azure CloudShell.mp4 (40.0 MB)
    • 20. Azure Copilot.mp4 (130.1 MB)
    • 9. Azure Management Tools.mp4 (7.8 MB)
    3 - Assets, Environments, and Infrastructure as Code
    • 21. Infrastructure as Code.mp4 (74.1 MB)
    4 - Microsoft Foundry and GenAIOps Fundamentals
    • 22. Generative AI (GenAI).mp4 (10.8 MB)
    • 23. Large Language Models (LLMs).mp4 (16.7 MB)
    • 24. Microsoft Foundry.mp4 (24.0 MB)
    • 25. Microsoft Foundry vs. Azure Machine Learning.mp4 (40.3 MB)
    • 26. Deploy Foundry.mp4 (121.7 MB)
    • 27. Foundry Pricing.mp4 (33.8 MB)
    • 27. Foundry Pricing.url (0.1 KB)
    5 - Deploying and Managing Foundation Models
    • 28. Foundry Models.mp4 (49.8 MB)
    • 29. Deploy an OpenAI model with the Foundry portal.mp4 (97.1 MB)
    • 30. Deploy an OpenAI model with Python.mp4 (135.6 MB)
    • 31. Chat with an OpenAI model using Python.mp4 (25.6 MB)
    6 - Foundry Agent Service
    • 32. Agentic AI.mp4 (10.2 MB)
    • 33. Foundry Agent Service.mp4 (7.7 MB)
    • 34. Create an agent with the Foundry portal.mp4 (75.7 MB)
    • 35. Create your first agent with Python.mp4 (131.3 MB)
    • 36. Create a web searcher agent with Python.mp4 (74.7 MB)
    • 37. Create a code interpreter agent with Python.mp4 (120.7 MB)
    • 38. Create an agent with the OpenAPI tool with Python.mp4 (77.4 MB)
    • 39. Create an image generation agent with Python.mp4 (142.1 MB)
    • 40. Create an agent for MCP servers with Python.mp4 (52.4 MB)
    • 41. Create a multi tool agent with Python.mp4 (76.1 MB)
    7 - Prompt Engineering, Versioning, and Management
    • 42. Prompt Engineering.mp4 (16.6 MB)
    8 - RAG Optimization & Foundry IQ
    • 43. Retrieval Augmented Generation (RAG).mp4 (8.9 MB)
    • 44. Azure AI Search.mp4 (51.7 MB)
    • 45. Configure Azure AI Search.mp4 (129.9 MB)
    • 46. Foundry IQ.mp4 (19.5 MB)
    • 47. Build with Foundry IQ - Part 1.mp4 (290.8 MB)
    • 48. Build with Foundry IQ - Part 2.mp4 (247.6 MB)
    • 49. Build with Foundry IQ - Part 3.mp4 (254.7 MB)
    9 - Generative AI Observability
    • 50. Azure Log Analytics.mp4 (10.2 MB)
    • 51. Azure Log Analytics Tables.mp4 (8.3 MB)
    • 52. Azure Log Analytics Data Retention.mp4 (11.2 MB)
    • 53. Configure Azure Log Analytics.mp4 (32.7 MB)
    • 54. Azure Monitor.mp4 (6.4 MB)
    • 55. Azure Monitor Components.mp4 (33.6 MB)
    • 56. Explore Azure Monitor.mp4 (52.1 MB)
    • 57. Data collection methods.mp4 (15.2 MB)
    • 58. Azure Monitor Agent (AMA).mp4 (10.1 MB)
    • 59. Data Collection Rules (DCR).mp4 (69.9 MB)
    • 60. Diagnostic Settings.mp4 (28.7 MB)
    • 61. Configure Diagnostic Settings for Foundry.mp4 (5.2 MB)
    • 62. Application instrumentation.mp4 (11.7 MB)
    • 63. Configure application instrumentation for Foundry.mp4 (35.9 MB)
    • 64. Metrics.mp4 (28.6 MB)
    • 65. Logs.mp4 (12.0 MB)
    • 66. Kusto Query Language (KQL).mp4 (34.9 MB)
    • 67. Query structure.mp4 (28.9 MB)
    • Bonus Resources.txt (0.1 KB)

Code:

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