Course on Data Analytics and Visualization

DBGroup UNIMORE & CINECA

19 - 22 September 2016 @ Ingegneria "Enzo Ferrari"


Esame (solo per dottorandi della scuola di dottorato in ICT):


Instructors

Program

What Time? Who's speaking? Where?
19 September
General Introduction to the course 9:30 10.00 Prof.ssa Sonia Bergamaschi p1-5 (FA-1E)
Introduction to data analytics 10.00 11.30 Roberta Turra p1-5 (FA-1E)
Predictive modeling/Machine Learning 11.30 13.00 Roberta Turra p1-5 (FA-1E)
Lunch Break 13.00 14.00 -
Introduction to Python 14.00 16.00 Giovanni Simonini
Song Zhu
p2-6 (LINFA)
Python (Exercises) 16.00 17.00 Giovanni Simonini
Song Zhu
p2-6 (LINFA)
20 September
Unsupervised techniques 9.30 11.30 Giorgio Pedrazzi p1-1 (FA1-A)
Introduction to Apache Spark 11.30 12.30 Giuseppe Fiameni
Giorgio Pedrazzi
p1-1 (FA1-A)
Lunch Break 13.00 14.00
Apache Spark (Exercises) 14.00 16.00 Giovanni Simonini
Song Zhu
Giorgio Pedrazzi
Giuseppe Fiameni
p2-6 (LINFA)
Apache Spark and MLlib 16.00 17.00 Song Zhu
Giovanni Simonini
Giorgio Pedrazzi
Giuseppe Fiameni
p2-6 (LINFA)
21 September
Computing infrastructure architectures 9.30 10.30 Giuseppe Fiameni p2-7 (FA2-G)
Apache SparkSQL (Lezione + Es.) 10.30 13.00 Giovanni Simonini
Song Zhu
Giorgio Pedrazzi
Giuseppe Fiameni
p2-7 (FA2-G)
Lunch Break 13.00 14.00
Apache Spark MLlib (Exercises) 14.00 16.00 Giovanni Simonini
Song Zhu
Giorgio Pedrazzi
Giuseppe Fiameni
p2-5 (INFOMEC)
Free exercises (Python, Apache Spark) 16.00 17.00 Giovanni Simonini
Song Zhu
Giorgio Pedrazzi
Giuseppe Fiameni
p2-5 (INFOMEC)
22 September
Introduction to R with parallel libraries 9.30 10.30 Antonio Macaluso
Giorgio Pedrazzi
p1-3 (FA1-C)
R examples on unsupervised techniques (with RCM) 10.30 11.30 Antonio Macaluso
Giorgio Pedrazzi
p1-3 (FA1-C)
R examples on predictive modeling (with RCM) 11.45 13.00 Antonio Macaluso
Roberta Turra
p1-3 (FA1-C)
Lunch Break 13.00 14.00
Free exercises on R (various dataset) 14.00 16.00 Giorgio Pedrazzi
Roberta Turra
Antonio Macaluso
p2-6 (LINFA)
Job submission with R on Pico 16.00 17.00 Giorgio Pedrazzi p2-6 (LINFA)

Course Material

Course Material

Valutazione della Didattica

Valutazioene