PACE Data Mining Boot Camp 2
http://pace.sdsc.edu//sites/pace.sdsc.edu/bootcamp2/201504/schedule.html
Wednesday, April 29- DAY 1
8:30 – 9:00am |
Check-in and Breakfast |
9:15 – 9:45am |
Introductions |
9:15 – 9:45am |
Revisit Boot Camp 1 (Part 1:
Topics) |
9:45 – 10:15am |
Revisit Boot Camp 1 (Part
2: Tools): Weka and R Studio |
10:15 – 10:30am |
Break |
10:30 – 11:30am |
Technical Session 1-
Overview: Foundations, Equations, Techniques, and Terminologies |
11:30 – 12:15pm |
Technical Session 2- Artificial Neural Networks (ANNs) |
12:15 – 1:15pm |
Lunch |
1:15 – 2:00pm |
Technical Session 3-
Support Vector Machines (SVM) |
2:00 – 2:45pm |
Technical Session 4- Ensemble Learning: Bagging, Boosting, Stacking |
2:45 – 3:15pm |
Technical Session 5-
Random Forest |
3:15 – 3:30pm |
Break |
3:30 – 5:00pm |
Technical Session 6
(Hands-on): Comparing and Contrasting |
Thursday, April 30- DAY 2
8:30 – 9:00am |
Check-in and Breakfast |
9:00 – 10:00am |
Technical Session 7- Overview of Text Mining |
10:00 – 11:00am |
Guest Speaker |
11:00 – 11:15am |
Break |
11:15 – 12:15pm |
Technical Session 8- Bayesian Networks |
12:15 – 1:15pm |
Lunch |
1:15 – 1:30pm |
Technical Session 9- Data Mining Tools- Survey and Compatibilities |
1:30 – 3:00pm |
Technical Session 10- Data Mining with Big Data:
Tools and Techniques |
3:00 – 3:15pm |
Break |
3:15 – 4:30pm |
Technical Session 11- Introduction to Networks and Graph Analytics |
4:30 – 5:00pm |
Group Discussion & Closing |