Tutorial/Workshop on Predictive Analytics

jamaicacooperativeΤεχνίτη Νοημοσύνη και Ρομποτική

17 Οκτ 2013 (πριν από 3 χρόνια και 5 μήνες)

78 εμφανίσεις

Seventh IEEE International Conference on Semantic Computing

September 16
-
18, 2013

Hyatt Regency Irvine

Irvine, California, USA

http://ieee
-
icsc.org/icsc2013/


Tut or i a l/Wor k s hop on Pr e di c t i v e Ana l y t i c s

Program

Synapsis

Organizer: Dr. Joseph Barr, Statistics Department, San Diego State University

Date: Thursday, September 19, 2013


Part I

Morning

Session
: 8:45 AM


Noon.

Analytics and Data Mining with Python


a tutorial and workshop.

Presenter
: Joseph Barr, et
al.*

The goal of this workshop & tutorial is to introduce Python’s Analytics capabilities and libraries, including
linear and logistic regression, decision trees, neural networks, boosting, support
-
vector machines, and
more. Upon successful completion, att
endees will be well equipped for self
-
study and will be awarded
with a certificate of completion.

(*) Additional data mining Python specialists will be present to assist with the workshop.

Part II
:
Afternoon

Session
: 1:00 PM


4:30 PM.

Presentations.

T
he motif is applying data mining and statistical learning techniques to solving problems in science &
industry.

Presentations



1:00


1:50 Dr. Stephen Coggeshall, CTO, ID Analytics

Industry perspective of applying heuristics and machine learning algorithm
s and techniques to
fight fraud in our economy: a case study.



2:00


2:30 Richard Levine, Professor of Statistics, San Diego State University

Topic: <TBA>



2:30


3:00 Barbara Bailey, Professor of Statistics, San Diego State University

Topic <TBA>



3:00


3:40 <BREAK>



3:40


4:30 Charles Elkan, Professor, University of California San Diego

Topic <TBA>