Deep Learning
Back: 09 - Machine Learning and AI MOC
Neural networks with multiple layers that learn hierarchical representations of data. Deep learning has driven breakthroughs in computer vision, natural language processing, speech recognition, and generative AI. Understanding the architectures, training techniques, and scaling principles is essential for modern ML engineering.
Categories
- Neural Network Fundamentals
- Convolutional Neural Networks
- Recurrent Neural Networks
- Transformers
- Generative Models
- Training at Scale