Stage 6: AI Project Practice and Production Deployment

From the laboratory to the production environment, complete the AI commercialization closed loop

Description

A comprehensive machine learning engineering course that teaches how to integrate machine learning with software engineering, covering the entire process from experimentation to production deployment.

Tags

MLOps MachineLearning ProductionML
Free:FREE
Type:Text
Source:GitHub
Language:English

Description

Anthropic's official Claude API development guide, teaching how to build intelligent applications using the Claude API, including 11 core modules such as agent development, tool integration, and RAG systems.

Tags

ClaudeAPI AIApplications PromptEngineering
Free:FREE
Type:Text
Source:WebSite
Language:English

Description

Context Engineering learning materials conceptualized by Andrej Karpathy, providing a systematic methodology for context design, orchestration, and optimization that goes beyond traditional prompt engineering.

Tags

ContextEngineering PromptEngineering LLM
Free:FREE
Type:Text
Source:GitHub
Language:English

Description

12 core principles for building production-ready LLM-powered software, focusing on solving key engineering challenges in AI application from prototype to production.

Tags

ProductionAI LLMEngineering AIAgents
Free:FREE
Type:Text
Source:GitHub
Language:English