Deep learning is an advanced field of machine learning that involves neural networks with many layers. It has revolutionized various industries, from healthcare to finance.
Key Concepts
- Neural Networks: Inspired by the human brain, neural networks are composed of interconnected nodes or neurons.
- Layers: Deep learning models consist of multiple layers, including input, hidden, and output layers.
- Activation Functions: These functions help to determine whether a neuron should be activated or not.
Applications
- Image Recognition: Deep learning models are highly effective in identifying and classifying images.
- Natural Language Processing (NLP): They can understand and generate human language, making them useful in chatbots and translation services.
Further Reading
For more information on deep learning, check out our Introduction to Neural Networks.
Neural Network
If you're interested in the latest advancements in deep learning, our Deep Learning Research section is a great place to start.