Intro to Machine Learning Flashcards
research that focuses on making computers exhibit intelligent behaviour
artificial intelligence
rules are automatically inferred from data
Machine learning
Another word for Traditional AI
Symbolic AI
Another word for machine learning
Neural AI
In traditional AI, what is the input and output?
Input: Data, Rules
Output: Output
In Machine learning, what is the input and output?
Input: Data, output
Output: Rules
this model tries to predict a label or target
supervised learning
this model has no label and it’s goal is to simply find patterns from the data
unsupervised learning
the model learns by interacting with the environment and receives rewards or penalties for its actions
reinforcement learning
why machine learning is better than symbolic AI?
symbolic AI has lots of limitations when it comes with other task
this type of supervised learning predicts a numerical value
regression
this type of supervised learning predicts a categorical value
classification
it is a machine learning term that composes of a collection of data instances where the model will learn from
dataset
it is a machine learning term that is classified as a single object or row in the dataset
instance
it is a machine learning term where it shows that the target value is being predicted
Label
