Lectures

Machine Vision:

• –

AI – Machine Learning:
Artificial Neural Networks – introduction for beginners:

• Intuitive view on Artificial Neural Networks (ANN)
• Gradient descent, how neural networks learn
• What is backpropagation really doing?
• Backpropagation calculus

Machine Learning – basic notes:

• Introduction to Machine Learning (D. Arnaud, Uni. Oxford)
• ROC Curves (D. Arnaud, Uni. Oxford)
• (only in Czech)Analýza a hodnocení biologických dat

Exercises

NA