Road to GenAI Application Engineers
AI building blocks
- Prompting Techniques
- RAG
- Agentic Frameworks
- Guardrails
- Evals
- Fine-Tuning
- Computer Use / Tool Use
- Asynchronous Programming
- MCP
Prompting Techniques + Evals + Computer Use / Tool Use
[Anthropic Courses]（https://github.com/anthropics/courses）
RAG
JavaScript RAG Web Apps with LlamaIndex (DeepLearningAI Video Course
Patient Case Summary Workflow (RAG Tutorial): for runing .ipynb file, usingGoogle Colab
MCP
MCP: Build Rich-Context AI Apps with Anthropic MCP (Anthropic Doc)
Agentic Frameworks
AI Agents in LangGraph (DeepLearningAI Video Course) Event-Driven Agentic Document Workflows (DeepLearningAI Video Course) AI Agentic Design Patterns with AutoGen (DeepLearningAI Video Course)
Fine-Tuning
Understanding Fine-Tuning Reinforcement Fine-Tuning LLMs with GRPO (DeepLearningAI Video Course)
Guardrails
Safe and Reliable AI via Guardrails (DeepLearningAI Video Course) Guardrails Doc