Neural networks and deep learning
You will learn about the theory and practice of deep learning (neural networks) in an interactive format.
Course program:
• Data-based classification
• Loss functions and optimization
• Neural networks and error backpropagation
• Convolutional networks
• Deep Learning Toolkit
• Convolutional neural network architecture
• Generative and recurrent models
• Neural models and artificial intelligence
• Project work