Flashcards: Introduction to AI and Machine Learning Fundamentals — 9 cards

All cards

1Question

AI — definition?

Answer

Simulation of human intelligence by machines.

2Question

Artificial Intelligence — definition?

Answer

Simulation of human intelligence by machines.

3Question

Machine Learning — role?

Answer

Algorithms that improve through experience from data.

4Question

Machine Learning — role?

Answer

Enables systems to learn from data and improve.

5Question

Supervised vs Unsupervised — difference?

Answer

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

6Question

Reinforcement Learning — role?

Answer

Learns by interacting, receiving rewards or penalties.

7Question

Deep Learning — foundation?

Answer

Based on neural networks with multiple layers.

8Question

Neural Networks — function?

Answer

Model loosely inspired by biological brains.

9Question

Applications of AI — examples?

Answer

Speech recognition, autonomous vehicles, medical diagnosis.

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1. When was the foundational idea of artificial intelligence first conceptualized?

2. Who is credited with coining the term 'Artificial Intelligence' and in what year was it first used?

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