Neural networks are a fundamental concept in machine learning. This tutorial will provide an overview of neural networks, including their architecture, types, and applications.
What are Neural Networks?
Neural networks are a series of algorithms that attempt to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates.
Neural Network
Types of Neural Networks
There are several types of neural networks, including:
- Feedforward Neural Networks
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Generative Adversarial Networks (GANs)
Applications of Neural Networks
Neural networks have a wide range of applications, such as:
- Image and video recognition
- Natural language processing
- Speech recognition
- Stock market analysis
For more information on neural networks, check out our in-depth guide.