Flashcards: Introduction to AI and Machine Learning — 10 cartões

Machine Learning — role?

Enables systems to learn from data without explicit programming.

Artificial Intelligence — definition?

Simulation of human intelligence by machines.

Artificial Intelligence — definition?

Simulation of human intelligence by machines.

Machine Learning — subset of AI?

Algorithms enabling data-driven decisions without explicit programming.

Deep Learning — technique?

Uses neural networks with multiple layers for complex pattern modeling.

Deep Learning — technique?

Uses neural networks with multiple layers for complex data modeling.

Neural Networks — inspiration?

Inspired by human brain's neuron structure.

Supervised Learning — data type?

Labeled data with correct output for each input.

Unsupervised Learning — data type?

Unlabeled data, finds patterns or groups.

AI applications — fields?

Healthcare, finance, autonomous vehicles, entertainment, etc.