Deep Learning
Category: AI Fundamentals
📖 Definition
Deep learning uses neural networks with many layers ('deep' networks) to learn increasingly abstract representations of data. It's particularly effective for complex tasks like image and speech recognition.
🔑 Key Points
- Uses neural networks with multiple hidden layers
- Automatically learns hierarchical features from raw data
- Powerful for images, speech, and sequential data
- Requires large amounts of data and compute
💡 Why It Matters
Deep learning enabled breakthroughs in computer vision, speech recognition, and language understanding that powers today's AI.