Deep Learning Overview

Deep learning is machine learning with deep neural networks. Here's what you need to know.

What is Deep Learning?

When to Use Deep Learning

Deep Learning Applications

Key Takeaways

• Deep learning = neural networks with many layers
• Automatically learns features from raw data
• Best for: images, text, audio, lots of data
• Requires significant compute (GPUs)
• Start simple: try traditional ML first
• Popular frameworks: TensorFlow, PyTorch, Keras