WiTPeu meetup :Analytics con Andrea Villanes

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Analytics Meetup Andrea Villanes [email protected] @andreagrr

Transcript of WiTPeu meetup :Analytics con Andrea Villanes

Page 1: WiTPeu meetup :Analytics con Andrea Villanes

Analytics Meetup

Andrea [email protected]

@andreagrr

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Come to the dark side. We have data.

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Acerca de mí

Educación

Experiencia

Otros

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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.

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Data… Data everywhere

...but there’s a scarcity of talent with the skills to make sense of it and create value.

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Demanda - Analytics

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Perfil de carrera – Data Scientist

Data Scientist

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Herramientas

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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

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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

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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”

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Text mining: cluster analysis Areas you are worried or concerned about?

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May 28th

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Text Mining: text categorization

Tell me what you tweet, and I will tell you who you are

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Text Mining: text categorization

MomTeenagerTechnology oriented person

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Text Mining: text categorization - Results

Teenager

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Text Mining: text categorization - Results

Technology oriented person

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Mom

Text Mining: text categorization - Results

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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

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/MentorMeInfo /MentorMeInfo

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Students Professionals

• Resume

• Cover letter

• Interview preparation

• Professional networking

• School selection

• Essay

• Resume

• Interview preparation

Undergraduate - MBA - Master

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Results: Undergraduate, Graduate, MBA

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Results: Internships, Full-time

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Data Scientist: The Sexiest Job of the 21st Century

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Come to the dark side. We have data.