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Artificial Intelligence
Machine learning and AI systems
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Fundamentos de Machine Learning
Domina conceptos de machine learning desde aprendizaje supervisado hasta redes neuronales y aplicaciones del mundo real.
Machine Learning Fundamentals
Master machine learning concepts from supervised learning to neural networks and real-world applications.
IA Generativa y Modelos de Lenguaje Grande
Domina la IA generativa desde la arquitectura transformer hasta construir aplicaciones de producción con GPT, Claude, ajuste fino y sistemas RAG.
Neural Networks Fundamentals
Understand neural networks from single perceptrons to multi-layer architectures, including backpropagation, activation functions, and optimization techniques.
Fundamentos de Redes Neuronales
Comprende redes neuronales desde perceptrones simples hasta arquitecturas multicapa, incluyendo retropropagacion, funciones de activacion y tecnicas de optimizacion.
Generative AI & Large Language Models
Master generative AI from transformer architecture to building production applications with GPT, Claude, fine-tuning, and RAG systems.
Fundamentos de Aprendizaje por Refuerzo
Domina el aprendizaje por refuerzo desde Procesos de Decisión de Markov hasta RL profundo, cubriendo Q-learning, gradientes de política y aplicaciones del mundo real.
Fundamentos de Machine Learning
Domina los conceptos centrales de machine learning incluyendo aprendizaje supervisado y no supervisado, evaluacion de modelos e implementacion practica con scikit-learn.
Reinforcement Learning Fundamentals
Master reinforcement learning from Markov Decision Processes to deep RL, covering Q-learning, policy gradients, and real-world applications.
Machine Learning Fundamentals
Master the core concepts of machine learning including supervised and unsupervised learning, model evaluation, and practical implementation with scikit-learn.