Data visualization trends in Business Intelligence: Allison Sapka at Analytics Meetup Dec '12
WiTPeu meetup :Analytics con Andrea Villanes
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Transcript of WiTPeu meetup :Analytics con Andrea Villanes
Come to the dark side. We have data.
Acerca de mí
Educación
Experiencia
Otros
Que es Analytics?
The goal of analytics is to:• Derive and effectively communicate actionable
insights from a vast quantity and variety of data. • It covers a broad spectrum of activities, including:
– data management and quality, – mathematical and statistical methods for data
modeling, – techniques for visualizing data in support of
enterprise-wide decision making.
Data… Data everywhere
...but there’s a scarcity of talent with the skills to make sense of it and create value.
Demanda - Analytics
Perfil de carrera – Data Scientist
Data Scientist
Herramientas
En que podemos aplicar Analytics?
• Retail • Manufacturing • Healthcare • Energy• Consumer product goods • Transportation • Telecommunications • Software / Internet• Advertising
• Financial services• Pharmaceuticals • Consulting • Banking• Airlines • Lodging • Insurance • Publishing • Government• Sports
Data… data everywhere
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Qué es Text Mining?
Input Process Output
Text Mining: finding patterns and trends in text (unstructured data), and summarizing them into useful output for decisions.
Categorization
Areas you are worried or concerned about? – Examples
“My mom is sick and might need surgery”
“My son-in law has just lost his job.”
“My mother-in-law is in ICU dying of ovarian cancer.”
“Daughter seeking employment following college graduation”
“Retirement”
“My job stability”
“My job was eliminated in May and am currently searching for a new
position”
“Finances”“Starting a new job”
“Aging relatives health”
Text mining: cluster analysis Areas you are worried or concerned about?
May 28th
Text Mining: text categorization
Tell me what you tweet, and I will tell you who you are
Text Mining: text categorization
MomTeenagerTechnology oriented person
Text Mining: text categorization - Results
Teenager
Text Mining: text categorization - Results
Technology oriented person
Mom
Text Mining: text categorization - Results
Masters of Science in Analytics
• 10 meses – Intensivo – Presencial• Trabajo en equipo• Hands-on• 100% de los estudiantes oferta de trabajo• Practicum project• http://analytics.ncsu.edu
/MentorMeInfo /MentorMeInfo
Students Professionals
• Resume
• Cover letter
• Interview preparation
• Professional networking
• School selection
• Essay
• Resume
• Interview preparation
Undergraduate - MBA - Master
Results: Undergraduate, Graduate, MBA
Results: Internships, Full-time
Data Scientist: The Sexiest Job of the 21st Century
Come to the dark side. We have data.