Deep learning

Deep learning is a type of machine learning that uses multi-layered artificial neural networks inspired by the human brain. These models:

• Automatically discover important features in data, instead of relying on humans to define them.
• Learn from their own errors and iteratively improve performance.
• Can capture more complex patterns than simpler models like linear regression or decision trees.
• Require very large datasets and longer training times, making them more resource-intensive and costly to develop.