CS224W: Machine Learning with Graphs

GPTKB entity

Statements (28)
Predicate Object
gptkbp:instanceOf gptkb:university
gptkbp:course gptkb:CS224W
gptkbp:creditHours 3-4
gptkbp:department gptkb:Computer_Science_Department
gptkbp:focusesOn gptkb:machine_learning
graph theory
network analysis
gptkbp:hasWebsite https://web.stanford.edu/class/cs224w/
https://www.w3.org/2000/01/rdf-schema#label CS224W: Machine Learning with Graphs
gptkbp:languageOfInstruction English
gptkbp:level graduate
gptkbp:location gptkb:Stanford,_California
gptkbp:notableFaculty gptkb:Jure_Leskovec
gptkbp:offeredBy gptkb:Stanford_University
Autumn Quarter
gptkbp:prerequisite gptkb:probability_theory
linear algebra
machine learning basics
gptkbp:teaches representation learning
graph neural networks
graph representation learning
community detection
link prediction
node classification
graph mining
network embeddings
gptkbp:bfsParent gptkb:Jure_Leskovec
gptkbp:bfsLayer 6