Learning Outcomes
Knowledge Based Outcome:
- Students will be able to Identify, Describe, and Apply Graph Mining Concepts and Algorithms to Real World challenges and applications
- Describe big data challenges when it comes to Graphs and Graph mining. Relate and explain, and discover solutions for mining big data graphs
- Define and explain fundamental Graph Concepts and Algorithms along with fundamental Graph Mining Concepts and Algorithms
Skills Based Outcome:
- Implement core Graph Mining algorithms in Python and/or R
- Practice tools and libraries such as NetworkX, Gephi for Graph Mining
- Familiarize and practice Jupiter Notebook, Eclipse Python IDE, R Studio for implementation
Value Based Outcome:
- Describe ethical and legal considerations when applying to real world changes i.e how that affect the people and society
- Collaborative Group Work with respect to others and without authoritative interactions and attitudes; however, with caring and respectful attitude
- Take responsibility for ones’ actions and give proper credit to others where applicable
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