Deep Learning
- Deep Learning is a subset of machine learning inspired by the structure and function of the human brain, specifically, neural networks.
- It focuses on algorithms known as artificial neural networks (ANNs), particularly deep neural networks, which consist of multiple layers that progressively extract higher-level features from raw input.
- Unlike traditional ML algorithms, which often require manual feature engineering, deep learning models learn directly from raw inputs like images, audio, or text.
Applications of Deep Learning
- Computer Vision – Object detection, face recognition, medical imaging
- Natural Language Processing – Machine translation, sentiment analysis, chatbots
- Speech Recognition – Voice assistants, transcription
- Recommendation Systems – Netflix, Amazon, YouTube
- Autonomous Vehicles – Scene understanding, path planning
