AI-Powered Public Health:
How Labs Can Prepare for the Road Ahead
Artificial Intelligence
Software that allows machines or computer systems to perceive their environment and use learning and intelligence to achieve a defined goal.
Machine Learning
An area in artificial intelligence with a focus on statistical algorithms that can learn from data and generalize to unseen data.
Deep Learning
A subset of machine learning methods that are based on neural networks, with deep implying multiple layers.
Artificial Neural Networks
A machine learning model inspired by the structure and function of biological neural networks.
Large Language Model (LLM)
A model that has been trained on a massive amount of text data to mimic human language patterns and structures.
Transformers
A type of neural network architecture that is well equipped for tasks that consist of sequences of data. Most commonly a sentence.
GPT-4: Generative Pre-trained Transformer - 4
