What is Artificial Intelligence?
Artificial Intelligence (AI) is the simulation of human intelligence processes by machines, particularly computer systems. It includes capabilities such as learning, reasoning, and self-correction.
How Does AI Work?
AI systems process vast amounts of data to identify patterns and make decisions. They rely on techniques such as machine learning and deep learning to continually improve and adapt over time.
History of AI
The history of AI dates back to the 1950s. Early research by pioneers like Alan Turing and John McCarthy set the stage for developing computers that could simulate human thought processes. Over time, AI evolved from rule-based systems to complex machine learning algorithms and deep neural networks, fueling today's technological breakthroughs.
Types of AI
- Machine Learning: Algorithms that allow machines to learn from data and improve with experience.
- Deep Learning: Advanced machine learning techniques that use multi-layered neural networks.
- Neural Networks: Computational models inspired by the human brain, essential for many deep learning applications.