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Short course on BASKETBALL DATA SCIENCE by Dr. Marica Manisera (University of Brescia) Forumgrstats
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Short course on BASKETBALL DATA SCIENCE by Dr. Marica Manisera (University of Brescia) Empty Short course on BASKETBALL DATA SCIENCE by Dr. Marica Manisera (University of Brescia)

Thu 17 Oct 2019 - 14:36
Short course on BASKETBALL DATA SCIENCE by Dr. Marica Manisera (University of Brescia) Saw20117

AUEB Sports Analytics Group announces a short course on

BASKETBALL DATA SCIENCE
by Dr. Marica Manisera (University of Brescia)

DAY 1
14.15-17.00 Monday 25/11/2019 (AUEB New Building, Room T102, 1st Floor)
Lecture 1
***   Data science in basketball
***   Basketball analytics: state of the art
***   Basketball data
***   Introduction to the R package BasketballAnalyzeR

DAY 2
14.15-17.00 Tuesday 26/11/2019 (AUEB New Building, Room T102, 1st Floor)
Lecture 2
***   Basic statistical analyses using BasketballAnalyzeR (1/2)
***   Pace, Ratings, Four Factors
***   Graphical representations
***   Variability analysis
***   Inequality analysis

​DAY 3
15.15-18.00 Wednesday 27/11/2019 (AUEB Postgraduate Building, Room 609, 6th Floor)
Lecture 3
***   Basic statistical analyses using BasketballAnalyzeR (2/2)
***   Shot charts
***   Discovering Patterns in data

DAY 3
15.15-18.00 Thursday 28/11/2019 (AUEB Postgraduate Building, Room 901, 9th Floor)
Lecture 4
***   Finding groups in data
***   Assignment of exercises to solve

Bibliography

Paola Zuccolotto and Marica Manisera, Basketball Data Science. With Applications in R. CRC Press, forthcoming.

Marco Sandri, Paola Zuccolotto, and Marica Manisera (2019). BasketballAnalyzeR: an R package for the analysis of basketball
data. https://github.com/sndmrc/BasketballAnalyzeR

Marco Sandri, The R package BasketballAnalyzeR, in: Zuccolotto P. and Manisera M., Basketball Data Science, forthcoming,  
Chapter 6.

Marica Manisera, Marco Sandri and Paola Zuccolotto (2019), BasketballAnalyzeR: the R package for basketball
analytics. Proceedings of the Conference Smart Statistics for Smart Applications (SIS 2019), Università Cattolica del Sacro Cuore, Milan, 19st-21st June 2019, 395 – 402.

Course Details
The Course will be limited to 40 people. Register here.https://aueb-analytics.wixsite.com/saw2019/registration

​All participants must bring their own laptops fully charged with R and  the R package BasketballAnalyzeR already installed.

How to install it: https://bdsports.unibs.it/basketballanalyzer/
For any problem, please write to basketball.analyzer.help@gmail.com

All course participants will receive a certificate of attendance if they attend three our of the four sessions.


Registration to the course here.
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