Seminaris 2015

GFT

Introducción a BigData Analytics con Spark

Responsable del curs

Marta Miravent Pi

Programa

Sessió 1
-Introduction to BigData: Hadoop and the ecosystem
-Spark fundamentals:
o Basics
o RDDs
o Running Spark
o Parallel programming
o Streaming
-Hands-on exercise: counting words in large documents

Sessió 2
-Introduction to classification algorithms
o Example: e-mail spam filtering
-Hands-on exercise
-Introduction to clustering
o Example: finding communities in a social network
-Hands-on exercise

Sessió 3
-Introduction to recommenders
o Example: movie and music recommenders
-Hands-on exercise
-BigData Analytics use cases

Horari

Seminaris Empresa 2015 - Facultat d'Informàtica de Barcelona - apre@fib.upc.edu