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BeginnercourseBootcamp access

AI Fundamentals Guide

56

Lessons

8

Modules

🎓

Bootcamp access

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

Course content

1Módulo 1: ¿Qué es AI Realmente?6 lessons
2Módulo 2: Machine Learning Fundamentals7 lessons
3Módulo 3: Neural Networks & Deep Learning8 lessons
4Módulo 4: Transformers - La Revolución del AI Moderno8 lessons
5Módulo 5: LLMs (Large Language Models) - GPT, Claude y Más8 lessons
6Módulo 6: El Ecosistema de AI APIs7 lessons
7Módulo 7: AI Engineering - El Nuevo Rol6 lessons
8Módulo 8: Tu Primer Diseño de Sistema AI6 lessons
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