Program

05/12/2018

 

Short courses

Fundamentals of extracting information from data, machine learning, pattern recognition, fundamentals of databases and high-performance computing, as well as applications of data science  to real problems.

TitlePresenter
Error Estimation for Pattern recognitionUlisses M. Braga Neto
Big Data Systems and AnalyticsLing Liu
Deep LearningZhangyang (Atlas) Wang
Machine learning algorithms for making inferences on networks and answering questions
in biology and medicine
Alberto Paccanaro
Big data sets in astronomyŽeljko Ivezić
Nonparametric Models and Causal Inference in Economics and Social SciencesSergio Pinheiro Firpo
Data Science for Social Good
Raymond T Ng
Scheduling in Warehouse-scale data centersFrancisco Brasileiro
Genetic Data: Machine Learning meets NGS Clinical AnalysisJoão Carlos Setubal
Runtime Data Analytics in Computational ScienceAlvaro Coutinho
Computing in the Continuum: Harnessing a Pervasive Data EcosystemManish Parashar

 

Lectures

Specific issues on learning from data, information retrieval, data science, open science and big data.

TitlePresenter
Learning From Data - Evolution and RevolutionYaser Said Abu-Mostafa
Data Engineering and Data Science: A Case Study on Opinion MiningAltigran Soares da Silva
Machine Learning Life-cycle supportFábio Porto
Open Science and Research Data Management - Challenges and PerspectivesClaudia Bauzer Medeiros
How “Big Data” impacted Atmospheric Sciences?Pedro Leite da Silva Dias

 

Schedule

First Week

Day/
Period

July, 29

July, 30

July, 31

Aug, 1st

Aug, 2

Aug, 3

Aug, 4

8-10

Reception
(8h-10h)

Ulisses
Neto

Statistical
Learning

Alberto
Paccanaro

Machine
learning
algorithms
for making
inferences on
networks

Alberto
Paccanaro

Machine
learning
algorithms
for making
inferences on
networks

Alberto
Paccanaro

Machine
learning
algorithms
for making
inferences on
networks

Cultural
Activities
in São Paulo

Cultural
Activities
in São Paulo

10-12h30min

Musical Presentation
(10h-10h15min)


Welcome to SPSAS
Learning from Data
(10h15min)


FAPESP
presentation

(11h -11h30min)

Visionary talk:
Math, Data
Science and
Social Impact


Ling Liu,
Abu-Mostafa,
André C. P. L. F. de
Carvalho
(11h30min-
12h30min)

Ling Liu
Big Data
Systems
and
Analytics

Ling Liu
Big Data
Systems
and
Analytics

Ling Liu
Big Data
Systems
and
Analytics

Alberto
Paccanaro

Machine
learning
algorithms
for making
inferences on
networks

Cultural
Activities
in São Paulo

Cultural
Activities
in São Paulo

Lunch

14-16

Abu-Mostafa
Learning
From Data -
Evolution and
Revolution

Atlas
Wang

Deep
Learning

Atlas
Wang

Deep
Learning

Atlas
Wang

Deep
Learning

Željko
Ivezić

Data
Science in
Astronomy

Cultural
Activities
in São Paulo

Cultural
Activities
in São Paulo

16-18

Ulisses
Neto

Statistical
Learning

Ulisses
Neto

Statistical
Learning

Željko
Ivezić

Data
Science in
Astronomy

Željko
Ivezić

Data
Science in
Astronomy

Željko
Ivezić

Data
Science in
Astronomy

Cultural
Activities
in São Paulo

Cultural
Activities
in São Paulo

18-20

Coquetel
Openning

 

Second Week

Day/
Period

Aug, 5

Aug, 6

Aug, 7

Aug, 8

Aug, 9

8-10

Raymond T Ng
Data for Social
Good

Raymond T Ng
Data for Social
Good

Sergio Firpo
Data Science
Methods in
Economics

João C.
Setubal

Genomic
Sciences

Álvaro Coutinho
Runtime
Data
Analytics

10-12

Raymond T Ng
Data for Social
Good

Sergio Firpo
Data Science
Methods in
Economics

Sergio Firpo
Data Science
Methods in
Economics

João C.
Setubal

Genomic
Sciences

João C.
Setubal

Genomic
Sciences

Lunch

Closing:

. Final Words

. Musical
Presentation

(Coro de Câmara
Comunicantus -
ECA
)

14-16

Francisco Brasileiro
Scheduling in
Warehouse-scale
data centers

Francisco Brasileiro
Scheduling in
Warehouse-scale
data centers

Manish Parashar
Computing
in the
Continuum

Álvaro
Coutinho

Runtime
Data
Analytics

16-17

Altigran
Soares

Data Engineering
and
Data Science

Fabio Porto
Machine Learning
Life-cycle support

Visionaire Data
Science
Initiatives at
USP

Itau
Presentation

 

17-18

Cláudia
Bauzer
Medeiros

Open Science
and
Research Data
Management

Pedro Dias
How
"Big Data"
impacted
Atmospheric
Sciences?

One minute
lightning

Students

One minute
lightning

Students

18-20

Social
Interaction

 

Musical Presentation (10h-10h15min)

Prof. Dr. Eduardo Henrique Soares Monteiro (ECA/USP)

 

Opening SPSAS-learning-from-data 2019  (July 29, 10h15min – 11h)

Prof. Dr. Vahan Agopyan, President of Universidade de São Paulo;
Mrs. Patricia Ellen da Silva, Secretariat of Economic Development of the State of São Paulo;
Prof. Dr. Marco Antonio Zago, President of FAPESP;
Prof. Dr. João Eduardo Ferreira, General Chair of the Event

 

FAPESP Presentation

Prof. Dr. Roberto Marcondes Cesar Junior will present the projects and initiatives of FAPESP.

 

Visionary talk: Math, Data Science and Social Impact  (July 29, 11h30min-12h30min)

Discussions and reflections about the impact of mathematical fundamentals on data science based on concrete challenges and perspectives for social good. This section will be coordinated by Junior Barrera and João E. Ferreira including the panelists Ling Liu, Abu-Mostafa and André Carlos Ponce de Leon Ferreira de Carvalho.

 

One-minute lightning session for Students

School participants will present their research using the “one minute strategy”. This session will provide the opportunity for attendees to interact with each other and present their work to a large audience.

 

Visionary Data Science Initiatives at USP

Presentation of visionary data science initiatives at USP. This section will be coordinated by Junior Barrera and Joao E. Ferreira including the panelists Prof. André Carlos Ponce de Leon Ferreira de Carvalho, Prof. Fabio Gagliardi Cozman, Prof. Luiz Henrique Catalani e Prof. Roberto Marcondes Cesar Junior.

 

Networking and Social activities

Attendees and guest speakers will have ample opportunity to interact and share experiences in a non-formal environment. Two musical presentations are scheduled as part of the social activities.

Cultural Activities in São Paulo during SPSAS on Learning from Data