Educational guide
IDENTIFYING DATA							2023_24
Subject	DATA SCIENCE I					Code	00717017
Study programme	0717 - GRADO INGENIERÍA DATOS INTELIGENCIA ARTIFICIAL
Descriptors	Credit.	Type	Year	Period
	6	Compulsory	Second	Second
Language
Prerequisites
Department	MATEMATICAS
Coordinador	QUIROS CARRETERO , ALICIA				E-mail	aquic@unileon.es mttrom@unileon.es
Lecturers	TROBAJO DE LAS MATAS , MARÍA TERESA QUIROS CARRETERO , ALICIA
Web	http://
General description
Tribunales de Revisión	Tribunal titular Cargo Departamento Profesor Presidente MATEMATICAS GOMEZ PEREZ , JAVIER Secretario MATEMATICAS ARIAS MOSQUERA , DANIEL Vocal MATEMATICAS ARANA SUAREZ , MARIA VICTORIA Tribunal suplente Cargo Departamento Profesor Presidente MATEMATICAS SANTAMARIA SANCHEZ , RAFAEL Secretario MATEMATICAS SAEZ SCHWEDT , ANDRES Vocal MATEMATICAS VEGA CASIELLES , SUSANA

Competencias

Code
A18963
A18966
A18979
A18989
B5800
B5801
B5802
B5806
B5807
B5808
C2	CMECES2 That students know how to apply their knowledge to their work or vocation in a professional manner and possess the skills that are usually demonstrated through the development and defense of arguments and the resolution of problems within their area of study.
C4	CMECES4 That students can transmit information, ideas, problems and solutions to both a specialised and non-specialised audience

Learning aims

	Competences
	A18963 A18966 A18989	B5800 B5806	C2
	A18966 A18989	B5801 B5802 B5806 B5807
	A18966 A18979	B5801 B5806	C2 C4
	A18966 A18979	B5807 B5808	C2
	A18979	B5800 B5808	C4

Contents

Topic	Sub-topic

Planning

Methodologies  ::  Tests
	Class hours	Hours outside the classroom	Total hours
Problem solving, classroom exercises	22	44	66
Practicals using information and communication technologies (ICTs) in computer rooms	6	9	15
Tutorship of group	4	6	10
Lecture	22	22	44
Extended-answer tests	6	9	15
(*)The information in the planning table is for guidance only and does not take into account the heterogeneity of the students.

Methodologies

Methodologies   ::  

	Description
Problem solving, classroom exercises
Practicals using information and communication technologies (ICTs) in computer rooms
Tutorship of group
Lecture

Personalized attention

Tutorship of group

Description

Assessment

	Description	Qualification
Practicals using information and communication technologies (ICTs) in computer rooms		10%
Extended-answer tests		40% cada una
Other comments and second call

Sources of information

Access to Recommended Bibliography in the Catalog ULE

Basic	Bolstad, W.M., Introduction to Bayesian Statistics, John Wiley & Sons, 2004 Agresti, A.; Klingenberg, B.; Franklin, C. & Posner, M., Statistics : the art and science of learning from data, Pearson, 2018 Verzani, J., Using R for introductory statistics, Chapman and Hall, 2005
Complementary	Hoff, P.D., A First Course in Bayesian Statistical Methods, Springer, 2010 Everitt, Brian S. & Hothorn, Torsten , A., A Handbook of Statistical Analyses Using R, CRC Press, 2009

Recommendations

Subjects that it is recommended to have taken before

PROBABILITY CALCULUS / 00717012