This class was created by Brainscape user Saabarin Dirie. Visit their profile to learn more about the creator.
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Saabarin Dirie
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Decks in this class (18)
AI2 lecture 1 -> Uncertainty
What is uncertainty in ai 1,
What are the different sources of...,
What is data uncertainty 3
24
cards
maximum likelihood
What does it mean iid 1,
Describe a discrete distribution 2,
Describe a continuous distribution 3
11
cards
search
What is search 1,
What is a search problem 2,
What are the stages of a search p...
18
cards
constraint satsfaction problem
What is planning 1,
What do we care about in planning 2,
What is identification 3
24
cards
csp by symmetrical search
What is the generate and test alg...,
Describe solving the csp by the s...,
Can we solve csp by breadth first...
10
cards
CSPs by local search
Describe tree search symmetric se...,
Why would we decide to use local ...,
Describe local search methods 3
5
cards
optimisation
What do optimisation problems con...,
Definition of an optimisation pro...,
Describe the different objectives...
8
cards
game search problems
Formalise a game problem 1,
What is a utility function 2,
What is a transition function in ...
16
cards
logistic regression
What is logistic regression 1,
What is the goal of logisitic reg...,
Applications of log reg 3
9
cards
naive bayes
How does naive bayes make classif...,
What is naive bayes 2,
Why is naive bayes naive 3
7
cards
information theory
What is information theory 1,
What are the 3 axioms shannon pro...,
Blank 3
17
cards
decision trees
Why do people use decision trees 1,
What is the predictive model stru...,
What does a root or internal node...
14
cards
test set bounds
What does successful learning mean 1,
Why study prediction theory 2,
Standard technoque to verify lear...
9
cards
bayes network representation
What are bayesian networks 1,
What do edges represent in bayes ...,
What is bayes theorem used for ba...
21
cards
bayes network: inference
What is diagnosis in bayes network 1,
What is prediction in bayes netwo...,
Applications of inference in baye...
16
cards
training set bounds
Why is the question is it possibl...,
What do we do to prepare for occa...,
Blank 3
3
cards
bias-variance in classification?
What is the goal of bias variance 1,
What does n mean in n 2,
How does error change for differe...
28
cards
bias - variance regression
What does s x and y mean in regre...,
What is true relationship 2,
Blank 3
3
cards
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AI2 module
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