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| <h1 class="text-4xl md:text-6xl font-bold mb-4 text-white drop-shadow-lg">Building Intelligence</h1> | |
| <p class="text-xl md:text-2xl font-medium mb-6 text-white/90 drop-shadow-md">AI Systems Engineering: From Machine Learning to Generative Intelligence</p> | |
| <p class="text-lg mb-8 text-white/80">A DeepRat Educative Lab Program</p> | |
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| <a href="https://github.com/DeepRatAI/Educative-Lab" target="_blank" class="px-6 py-3 bg-amber-500 hover:bg-amber-600 text-white font-semibold rounded-lg shadow transition duration-300 transform hover:-translate-y-1">Explore on GitHub</a> | |
| <a href="https://github.com/DeepRatAI/Educative-Lab/blob/main/SYLLABUS_EN.md" target="_blank" class="px-6 py-3 border-2 border-white text-white font-semibold rounded-lg hover:bg-white/10 transition duration-300 transform hover:-translate-y-1">View Syllabus</a> | |
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| <h2 class="text-3xl md:text-4xl font-bold mb-6">From Models to Minds</h2> | |
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| Building Intelligence is an open, structured and hands-on educational journey through the modern landscape of Artificial Intelligence — from classical Machine Learning to Generative and Agentic Systems.<br><br> | |
| Inspired by the spirit of open education — and by Python para Todos, which once opened a door for me — this program exists to open that same door for anyone curious enough to step through. | |
| </p> | |
| <p class="text-right italic text-lg mt-8">— Gonzalo Romero, DeepRatAI</p> | |
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| <h2 class="text-3xl md:text-4xl font-bold text-center mb-12">Program Overview</h2> | |
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| <h3 class="font-bold text-lg mb-2">Foundations of Machine Learning</h3> | |
| <p class="text-sm">Build the fundamentals of how machines perceive and learn.</p> | |
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| <h3 class="font-bold text-lg mb-2">Neural Intelligence with PyTorch</h3> | |
| <p class="text-sm">Design and train deep architectures for vision and language.</p> | |
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| <h3 class="font-bold text-lg mb-2">Generative Intelligence</h3> | |
| <p class="text-sm">Explore Transformers, LLMs, and creative AI systems.</p> | |
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| <h3 class="font-bold text-lg mb-2">Fine-Tuning Engineering</h3> | |
| <p class="text-sm">Optimize large models efficiently with LoRA and QLoRA.</p> | |
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| <h3 class="font-bold text-lg mb-2">Agentic AI Systems</h3> | |
| <p class="text-sm">Create reasoning AI agents, RAG pipelines, and LangChain architectures.</p> | |
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| <p class="text-gray-600"><a href="https://github.com/DeepRatAI/Educative-Lab/blob/main/SYLLABUS_EN.md" class="underline">Full syllabus available on GitHub</a> | <a href="index_es.html" class="underline">Versión en Español</a></p> | |
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| <h2 class="text-3xl md:text-4xl font-bold mb-6">Now Available</h2> | |
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| The first module — <strong>Teaching Machines to Think: The Python Approach</strong> — is now live.<br> | |
| Designed for Google Colab Free Tier (with GPU support), it delivers two foundational lessons: | |
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| <ul class="list-disc pl-6 mb-6 space-y-2"> | |
| <li>Lesson 1 — How Machines Learn: The Language of Data</li> | |
| <li>Lesson 2 — Drawing the First Line: Predicting with Simple Linear Regression</li> | |
| </ul> | |
| <a href="https://github.com/DeepRatAI/Educative-Lab/tree/main/lessons/Modulo_01_Teaching_Machines_to_Think" target="_blank" class="inline-block px-6 py-3 bg-red-500 hover:bg-red-600 text-white font-semibold rounded-lg shadow transition duration-300">Start Learning →</a> | |
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| <h2 class="text-3xl md:text-4xl font-bold text-center mb-12">Learning Philosophy</h2> | |
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| <h3 class="font-bold text-xl mb-2">Open</h3> | |
| <p>No subscriptions. No GPU cost. 100% free.</p> | |
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| <h3 class="font-bold text-xl mb-2">Structured</h3> | |
| <p>Modular design. 15 modules. Weekly releases.</p> | |
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| <h3 class="font-bold text-xl mb-2">Practical</h3> | |
| <p>Hands-on lessons in Jupyter and Google Colab.</p> | |
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| <blockquote class="text-center text-xl italic border-l-4 border-amber-500 pl-6 py-4 max-w-2xl mx-auto"> | |
| “From models to minds — let’s make intelligence open again.”<br> | |
| <span class="block mt-2 text-base not-italic">— Gonzalo Romero (DeepRatAI)</span> | |
| </blockquote> | |
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| <p class="text-gray-400 mb-4">Educational content released under MIT License. Created with ❤️ by DeepRatAI.</p> | |
| <p class="text-gray-500 text-sm">© 2025 DeepRatAI — Open Intelligence for Everyone</p> | |
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