AI/LLM/MLOps Notes
Welcome to the AI-LLM-ML notes
All the code can be found at bharath-ai.
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