AI/LLM ML Notes

The AI/LLM Notes:

  • ML-Ops Tools
  • ML-Ops Tools Overview
  • Data Collection and Preparation
  • Data Pipeline Orchestration with Airflow
  • Model Development and Training
  • Model Deployment and Serving
  • Automating with MLflow and BentoML
  • 3.demo Outputs
  • 3.demo → labs → assets → 05-project
  • Data Security and Governance
  • AWS SageMaker
  • AI, ML, and Deep Learning
  • GenAI Learning
  • OpenAI Overview
  • OpenAI Text Generation
  • OpenAI Features & Output Formatting
  • OpenAI Vision Capabilities
  • Azure AI Fundamentals
  • Azure AI – Machine Learning
  • Azure AI
  • Azure AI Vision
  • Azure Natural Language Processing (NLP)
  • Azure Document Intelligence
  • Azure AI Search
  • GenAI in Azure AI
  • Azure OpenAI
  • Azure AI Topics - Demo
  • AWS AI Certification - Demo
  • Azure GenAI + LLM + RAG
  • Azure Samples – Contoso Chat (LLM RAG Application)
  • OpenAI Examples
  • Build AI Apps on Azure
  • Azure AI 102 Certification - Demo
AI/LLM ML Notes
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