Neural networks
AIGP glossary · Last reviewed: · By Victor Humenhuk (AIGP certified)
Neural networks - Brain-inspired algorithm for highly complex tasks like NLP and facial recognition.
In the AIGP body of knowledge, Neural networks comes up under Module 1: Foundations of AI · BoK IV.A; Module 8: AI Governance Vocabulary.
Neural networks in context
- Governance pros must recognise five algorithms to talk risk: linear regression, logistic regression (==binary outcome==), decision trees, random forests (an ==ensemble== more accurate than a single tree) and neural networks. (Five algorithms to recognise on sight)
Where Neural networks is covered in the AIGP study notes
Related terms
- Linear regression
- Logistic regression
- Decision trees
- Random forests
- Machine learning
- Machine learning model
- Supervised learning
- Unsupervised learning
- Semi-supervised learning
- Reinforcement learning
Test yourself on Neural networks
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