Coordination: | VILAPRIÑO TERRE, ESTER |
Academic year 2020-21 |
Subject name | STORYTELLING WITH DATA | |||||||||
Code | 14709 | |||||||||
Semester | 1st Q(SEMESTER) CONTINUED EVALUATION | |||||||||
Typology |
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Course number of credits (ECTS) | 4 | |||||||||
Type of activity, credits, and groups |
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Coordination | VILAPRIÑO TERRE, ESTER | |||||||||
Department | BASIC MEDICAL SCIENCES | |||||||||
Important information on data processing | Consult this link for more information. |
Teaching staff | E-mail addresses | Credits taught by teacher | Office and hour of attention |
SORRIBAS TELLO, ALBERT | albert.sorribas@udl.cat | 1 | |
VAQUEIRO DE CASTRO ALVES, RUI CARLOS | rui.alves@udl.cat | 1 | |
VILAPRIÑO TERRE, ESTER | ester.vilaprinyo@udl.cat | 2 |
Learning results:
You will learn about basic data analysis and prediction techniques: dimensionality reduction, linear and logistic regression model, clusters, dendograms, neural networks and SVM.
You will know the main data analysis and representation packages in R (ggplot2, lattice, leaflet and shiny) and Python (seaborn, pandas and numpy)
You will know how to use them in a way adapted to your data and problem.
You will be able to generate the right visualizations to communicate your results clearly and accurately.
You will understand the importance of group work and cooperation among researchers.
You will be able to formulate work objectives, plan the work, carry out the experiments, present the results obtained and draw conclusions.
CB1 Possess and understand knowledge that provides a basis or opportunity to be original in the development and / or application of ideas, often in a research context
CB2 Know how to apply the knowledge acquired and be able to solve problems in new or little-known environments within broader (or multidisciplinary) contexts related to their area of study
CB3 Being able to integrate knowledge and face the complexity of formulating judgments based on information that, being incomplete or limited, includes reflections on the social and ethical responsibilities linked to the application of their knowledge and judgments.
CB4 Know how to communicate their conclusions –and the latest knowledge and reasons that support them– to specialized and non-specialized audiences in a clear and unambiguous way
CB5 Possess the learning skills that allow them to continue studying in a way that will have to be largely self-directed or autonomous
CG3 Capacity for teamwork, leadership and decision making.
CG4 Ability to think critically and creatively with your work and that of other researchers
CG5 Ability to prepare, process and interpret the results obtained with rigor and applying the appropriate technologies
CG6 Know how to guide research towards lines of medical and translational interest (diagnosis and therapy)
CG7 Be able to present scientific reports and scientific articles that can be considered for publication in international journals.
CE4 Recognize high throughput techniques and be able to use bioinformatic data analysis tools.
CT1 Have a correct oral and written expression
CT2 Mastering a foreign language
CT3 Mastering ICT
CT4 Respect the fundamental rights of equality between men and women, the promotion of Human Rights and the values proper to a culture of peace and democratic values
Web links, articles, data collections, etc. will be provided during the course and made available at the virtual campus.