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BásicocourseAcceso por bootcamp
AI Fundamentals Guide
56
Lecciones
8
Módulos
🎓
Acceso por bootcamp
Lo que aprenderás
✓Explain AI, ML, Deep Learning, and Generative AI with technical clarity
✓Understand how neural networks work conceptually (layers, activation, backpropagation)
✓Explain the Transformer architecture and why it revolutionized AI
✓Understand how LLMs work: tokenization, embeddings, context window, temperature
✓Compare major LLMs (GPT-4, Claude, Llama, Mistral) across key dimensions
✓Navigate the AI API ecosystem: providers, pricing, open-source vs proprietary, local vs cloud
✓Differentiate AI Engineering from ML Engineering and Data Science
✓Design high-level AI system architectures (chatbots, RAG, Q&A systems)
¿Para quién es?
- •Developers who want to become AI Engineers and need a solid conceptual foundation before building
- •Software engineers adding AI features to their products who need to understand how LLMs and APIs work
- •Tech professionals transitioning into AI roles who need to understand the modern AI stack without a math-heavy approach
- •Bootcamp students preparing for the AI Engineering Bootcamp who want a strong theoretical base
- •Anyone technically curious who wants to understand Transformers, LLMs, and the AI ecosystem at a level deeper than surface-level hype
Requisitos
- •Curiosity about AI and technology
- •Ability to read technical documentation in English
- •Basic understanding of programming (what code is, what a function does)
- •No advanced math required (no linear algebra, no calculus)
- •No Python or Machine Learning experience needed
Contenido del curso
1Módulo 1: ¿Qué es AI Realmente?6 lecciones
2Módulo 2: Machine Learning Fundamentals7 lecciones
3Módulo 3: Neural Networks & Deep Learning8 lecciones
4Módulo 4: Transformers - La Revolución del AI Moderno8 lecciones
5Módulo 5: LLMs (Large Language Models) - GPT, Claude y Más8 lecciones
6Módulo 6: El Ecosistema de AI APIs7 lecciones
7Módulo 7: AI Engineering - El Nuevo Rol6 lecciones
8Módulo 8: Tu Primer Diseño de Sistema AI6 lecciones
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