AI/ML Fundamentals

Základy umelej inteligencie a strojového učenia (teória a cvičenia)

• Úvod do umelej inteligencie (AI)
• Strojové učenie (ML)
• Trénovanie modelov
• Neurónové siete

Fundamentos de Inteligência Artificial e Aprendizado de Máquina (teoria e exercícios)

• Introdução à Inteligência Artificial (IA)
• Aprendizado de Máquina (ML) 
• Treinamento de Modelos 
• Redes Neurais

Fundamentals of Artificial Intelligence and Machine Learning (theory and exercises):

• Introduction to Artificial Intelligence (AI)
• Machine Learning (ML) 
• Training Models
• Neural Networks

Fundamentals of Artificial Intelligence and Machine Learning (theory and exercises):

• Introduction to Artificial Intelligence (AI)
• Machine Learning (ML) - basic concepts, supervised, unsupervised, semi-supervised, and reinforcement learning, data in machine learning
• Training Models - Regression, Classification, Decision trees, Gradient Descent, K-nearest neighbors ...
• Neural Networks - Convolutional and Recurrent neural networks, and their applications in solving complex problems