Deep Learning
AI/ML Fundamentals
ML using multi-layered neural networks
What is Deep Learning?
A subset of ML using neural networks with many layers. Excels at finding complex patterns in images, audio, and text but requires large datasets and computing power.
Real-World Examples
- •Face recognition
- •Language translation
- •Self-driving cars
- •ChatGPT
When to Use This
For complex tasks like image/speech recognition, NLP with large datasets
Related Terms
Learn more about concepts related to Deep Learning
Machine Learning (ML)
Algorithms that learn from data without explicit programming
Neural Network
Brain-inspired computing model with interconnected nodes
Convolutional Neural Network (CNN)
Neural network specialized for processing grid-like data (images)
Transformer
Attention-based architecture for sequence processing