Machine Learning with Graphs
- Certification
- Certificate of completion
- Duration
- 10-15 hours per week
- Price Value
- $1750
- Difficulty Level
- Advanced
How do diseases and information spread? How can we predict traffic or weather? Answering these questions requires massive amounts of data. Complex data can be represented as a graph of relationships and interactions between objects. Graph data structures can be ingested by algorithms such as neural networks to perform tasks including classification, clustering, and regression.
This course explores the computational, algorithmic, and modeling challenges specific to the analysis of massive graphs. By studying underlying graph structures, you will master machine learning and data mining techniques that can improve prediction and reveal insights on a variety of networks.