Recursos Adicionales

📚 Recursos Adicionales

🌐 Plataformas de Aprendizaje

Cursos Online

• Fast.ai - Practical Deep Learning
• Full Stack Deep Learning
• DeepLearning.AI
• Made With ML

Documentación Oficial

• Hugging Face Transformers
• LangChain
• PyTorch
• Dagster
• MLflow

📖 Libros Recomendados

Machine Learning & AI

• “Designing Machine Learning Systems” - Chip Huyen
• “Machine Learning Engineering” - Andriy Burkov
• “Deep Learning” - Ian Goodfellow et al.
• “NLP with Transformers” - Lewis Tunstall et al.

System Design

• “Designing Data-Intensive Applications” - Martin Kleppmann
• “System Design Interview” - Alex Xu (Vol 1 & 2)
• “Building Microservices” - Sam Newman

Security

• OWASP LLM Top 10
• NIST AI Risk Management Framework

🛠️ Herramientas

Python Production

• uv - Package manager
• Pydantic - Data validation
• pytest - Testing

ML & LLM

• Transformers
• vLLM
• LangChain
• LlamaIndex

MLOps

• Dagster
• MLflow
• DVC

Infrastructure

• Docker
• Kubernetes
• Terraform

Security

• Trivy
• NeMo Guardrails

🗞️ Blogs

• Hugging Face Blog
• OpenAI Blog
• Eugene Yan
• Chip Huyen

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