introduction training on big data

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 1/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 2/87

Big data

Es data que no entra en esquemastradicionales.

Se caracteriza por las 3V:

•

Volumen• Velocidad

• Variedad

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 3/87

Aplicaciones

Orientado al consumidor

Orientado al Negocio

Mercadeo predictivo: observar la conducta delconsumidor in!ormacion demogra"ca saludtraba#o "nanza

$eteccion de !raude: observar punto de ventaubicaci%n direccion ip &ora de la transaccionbiometricas 'manera de mover el mouse(altura ) orientacion del celular etc*

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 4/87

Mas caracteristicas de big data:

• +a data puede estar repartida en variasubicaciones

• ,adena de proceso: involucra varias personasentregando inputs entre si

• Naturaleza: la data puede ser diversa

• -eproducibilidad: si algo sale mal tal vez no

sea posible recuperar

• Analisis: requiere etraccion normalizacionreduccion etc/ &asta poder analizar

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 5/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 6/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 7/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 8/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 9/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 10/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 11/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 12/87

,on"dencialidad vs anonimidad

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 13/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 14/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 15/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 16/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 17/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 18/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 19/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 20/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 21/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 22/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 23/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 24/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 25/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 26/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 27/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 28/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 29/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 30/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 31/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 32/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 33/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 34/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 35/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 36/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 37/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 38/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 39/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 40/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 41/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 42/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 43/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 44/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 45/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 46/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 47/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 48/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 49/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 50/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 51/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 52/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 53/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 54/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 55/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 56/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 57/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 58/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 59/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 60/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 61/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 62/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 63/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 64/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 65/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 66/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 67/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 68/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 69/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 70/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 71/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 72/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 73/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 74/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 75/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 76/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 77/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 78/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 79/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 80/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 81/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 82/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 83/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 84/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 85/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 86/87

7/23/2019 Introduction training on Big Data

http://slidepdf.com/reader/full/introduction-training-on-big-data 87/87