Introduction to AI and Machine Learning Flashcards (10 cards)

All cards

1Question

Machine Learning — role?

Answer

Enables systems to learn from data without explicit programming.

2Question

Artificial Intelligence — definition?

Answer

Simulation of human intelligence by machines.

3Question

Deep Learning — technique?

Answer

Uses neural networks with multiple layers for complex pattern modeling.

4Question

Artificial Intelligence — definition?

Answer

Simulation of human intelligence by machines.

5Question

Machine Learning — subset of AI?

Answer

Algorithms enabling data-driven decisions without explicit programming.

6Question

Deep Learning — technique?

Answer

Uses neural networks with multiple layers for complex data modeling.

7Question

Neural Networks — inspiration?

Answer

Inspired by human brain's neuron structure.

8Question

Supervised Learning — data type?

Answer

Labeled data with correct output for each input.

9Question

Unsupervised Learning — data type?

Answer

Unlabeled data, finds patterns or groups.

10Question

AI applications — fields?

Answer

Healthcare, finance, autonomous vehicles, entertainment, etc.

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Answer 9 questions on Introduction to AI and Machine Learning.

1. What is Artificial Intelligence (AI) primarily understood as?

2. Who is the author of the influential book titled 'Machine Learning' that is often referenced in foundational courses?

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