Artificial Intelligence (AI) refers to the simulation of human intelligence in machines.
What is Artificial Intelligence?
The main branches of AI include Machine Learning, Natural Language Processing, Robotics, and Computer Vision.
What are the Main Branches of AI?
Machine Learning is a subset of AI that enables systems to learn from data. Deep Learning, a further subset, uses neural networks with multiple layers to analyze complex patterns in large datasets.
Difference Between AI, Machine Learning, and Deep Learning
The Turing Test, proposed by Alan Turing, assesses a machine's ability to exhibit intelligent behavior indistinguishable from a human.
What is the Turing Test?
Overfitting occurs when a model learns noise in the training data instead of the underlying pattern.
Explain Overfitting and Techniques to Avoid It
Virtual assistants like Siri and Alexa Recommendation systems on platforms like Netflix and Amazon Fraud detection in banking Autonomous vehicles
Applications of AI in Real Life
The future of AI includes advancements in explainable AI (XAI), ethical AI practices, and increased integration with IoT devices.
Future Trends in AI