Artificial Intelligence

AI is the study of intelligent agents: reasoning, knowledge representation, planning, robots, etc.

• Artificial Narrow Intelligence ANI
• Artificial General Intelligence AGI
• Artificial Superinteligence ASI

Machine Learning

Machine Learning (ML) - programs that learn from data and make predictions.

Types of predictions:

• regression: continuous values
• classification: discreet values or labels

Types of ML algorithms:

• supervised: trained on labeled data (regression or classification)
• unsupervised: trained on unlabeled data (clustering, segmentation)
• reinforcement: learning based on outcomes/results of actions

Deep Learning: AI/ML using artificial neural networks (ANNs)

Types of ANN:

• Dense Neural Networks (DNN)
• Convolutional Neural Networks (CNN)
• Recurrent Neural Netowkrs (RNN)