analytics and big data: a quick overview

Analytics and Big Data:

A Quick Overview

H Frank Cervone, PhD, CPHIMSSchool of Public Health, University of Illinois at Chicago

School of Information, San Jose State University

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Results from IBM survey of “Driving More Results from Data” 2013

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Hidden patterns

Submission network picture. Credit: (c) Science, DOI: 10.1126/science.1227833

Hidden correlations

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Tools for analysis

CRS_SUBJ_CDCRS_NBRCRN CRS_TITLE PREREQUISITESBSTT 400 BSTT 400 Biostatistics I BSTT 401 BSTT 401 Biostatistics II BSTT 400BSTT 494 BSTT 494 Intro to Data Analysis w/R BSTT 505 BSTT 505 Logist Regr & Survivl Analysis BSTT 400BSTT 505 BSTT 505 Logist Regr & Survivl Analysis BSTT 401 BSTT 506 BSTT 506 Design of Clinical Trials BSTT 400 BSTT 506 BSTT 506 Design of Clinical Trials BSTT 401 BSTT 507 BSTT 507 Sampling/Est Methods in PH BSTT 401 BSTT 507 BSTT 507 Sampling/Est Methods in PH BSTT 502 BSTT 523 BSTT 523 Biostatistics Methods I BSTT 524BSTT 524 BSTT 524 Biostatistics Laboratory BSTT 523BSTT 525 BSTT 525 Biostatistics Methods II BSTT 523 BSTT 525 BSTT 525 Biostatistics Methods II BSTT 524BSTT 535 BSTT 535 Categorical Data Analysis BSTT 525BSTT 535 BSTT 535 Categorical Data Analysis STAT 411BSTT 536 BSTT 536 Survival Analysis BSTT 525 BSTT 536 BSTT 536 Survival Analysis STAT 411BSTT 537 BSTT 537 Longitudinal Data Analysis BSTT 525BSTT 537 BSTT 537 Longitudinal Data Analysis STAT 411BSTT 538 BSTT 538 Biostatistical Consulting BSTT 525BSTT 550 BSTT 550 Biostatistical Investigations BSTT 535BSTT 550 BSTT 550 Biostatistical Investigations BSTT 536BSTT 550 BSTT 550 Biostatistical Investigations BSTT 537BSTT 550 BSTT 550 Biostatistical Investigations BSTT 538

PUBH

PAIPHSHPA

EPID

EOHS

CME

CHSCBSTT

Sheet 3Crs Subj Cd

BSTT

CHSC

CME

EOHS

EPID

HPA

IPHS

PA

PMAD

PSOP

PUBH

SOC

SOCW

Crs Subj Cd. Color shows details about Crs Subj Cd. Size shows sum ofNumber of Records. The marks are labeled by Crs Subj Cd.

Issues and concerns

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Indiscriminate data collection and mining

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Neither snake oil nor silver bullet

Thank youH Frank Cervone

fcervone@uic.edu