Karteikarten: Introduction to AI and Machine Learning Fundamentals — 9 Karten

AI — definition?

Simulation of human intelligence by machines.

Artificial Intelligence — definition?

Simulation of human intelligence by machines.

Machine Learning — role?

Algorithms that improve through experience from data.

Machine Learning — role?

Enables systems to learn from data and improve.

Supervised vs Unsupervised — difference?

Supervised uses labeled data; unsupervised finds patterns in unlabeled data.

Reinforcement Learning — role?

Learns by interacting, receiving rewards or penalties.

Deep Learning — foundation?

Based on neural networks with multiple layers.

Neural Networks — function?

Model loosely inspired by biological brains.

Applications of AI — examples?

Speech recognition, autonomous vehicles, medical diagnosis.