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Discipline ID
bf91b86a-62db-4996-b583-29c1ffe6e71e

COURSE DETAIL

APPLIED MACHINE LEARNING- THEORY
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
120
UCEAP Course Suffix
B
UCEAP Official Title
APPLIED MACHINE LEARNING- THEORY
UCEAP Transcript Title
APPLD MACHINE:THERY
UCEAP Quarter Units
2.50
UCEAP Semester Units
1.70
Course Description
This course provides an introduction to several subdomains of machine learning and gives an orientation to fundamental methods and algorithms within these domains. The following topics are covered: basic knowledge concerning theories and methods related to the following subdomains; unsupervised and supervised learning, classification, and regression; neural networks, including convolutional neural networks, recurrent neural networks and deep learning; Bayesian learning; reinforcement learning; support vector machines, decision trees, random forests, ensemble methods; hardware and software architectures for machine learning, parallelisation, use of GPUs.
Language(s) of Instruction
English
Host Institution Course Number
EDAN95
Host Institution Course Title
APPLIED MACHINE LEARNING
Host Institution Course Details
Host Institution Campus
Engineering
Host Institution Faculty
Host Institution Degree
Host Institution Department
Engineering- Computer Science
Course Last Reviewed

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BIOINFORMATICS
Country
United Kingdom - England
Host Institution
University of London, Royal Holloway
Program(s)
University of London, Royal Holloway
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
112
UCEAP Course Suffix
UCEAP Official Title
BIOINFORMATICS
UCEAP Transcript Title
BIOINFORMATICS
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course explores the main approaches currently in use in bioinformatics, with special emphasis on the analysis of DNA and protein sequences emerging from genome sequencing projects and genome-wide experimental assays. Topics include basic molecular biology: exploration into the basic components of living cells, their functions, and interactions, as well as other concepts essential to understanding the use of computers in biology, sequence alignments, substitution matrices, phylogenetic trees, dynamic programming, systems biology, gene expression analysis, protein-protein interaction analysis, biological networks, and clustering.
Language(s) of Instruction
English
Host Institution Course Number
CS3110
Host Institution Course Title
BIOINFORMATICS
Host Institution Campus
Royal Holloway, University of London
Host Institution Faculty
Host Institution Degree
Host Institution Department
Computer Science
Course Last Reviewed
2018-2019

COURSE DETAIL

INTERNATIONAL INTERNSHIP
Country
Czech Republic
Host Institution
CEA CAPA, Prague
Program(s)
Summer Internship, Prague
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Urban Studies Statistics Psychology Political Science Mathematics Legal Studies International Studies Health Sciences Film & Media Studies Environmental Studies Engineering Education Economics Computer Science Communication Business Administration Art Studio Architecture
UCEAP Course Number
187
UCEAP Course Suffix
UCEAP Official Title
INTERNATIONAL INTERNSHIP
UCEAP Transcript Title
INTRNTNL INTERNSHIP
UCEAP Quarter Units
9.00
UCEAP Semester Units
6.00
Course Description

The International Internship course develops vital business skills employers are actively seeking in job candidates. This course is comprised of two parts: an internship, and a hybrid academic seminar. Students are placed in an internship within a sector related to their professional ambitions. The hybrid academic seminar, conducted both online and in-person, analyzes and evaluates the workplace culture and the daily working environment students experience. The course is divided into eight career readiness competency modules as set out by the National Association of Colleges and Employers (NACE), which guide the course’s learning objectives. During the academic seminar, students reflect weekly on their internship experience within the context of their host culture by comparing and contrasting their experiences with their global internship placement with that of their home culture. Students reflect on their experiences in their internship, the role they have played in the evolution of their experience in their internship placement, and the experiences of their peers in their internship placements. Students develop a greater awareness of their strengths relative to the career readiness competencies, the subtleties and complexities of integrating into a cross-cultural work environment, and how to build and maintain a career search portfolio.

Language(s) of Instruction
Host Institution Course Number
INT430
Host Institution Course Title
INTERNATIONAL INTERNSHIP
Host Institution Course Details
Host Institution Campus
CEA CAPA
Host Institution Faculty
Host Institution Degree
Host Institution Department
Course Last Reviewed
2022-2023

COURSE DETAIL

COMPUTATIONAL BIOLOGY
Country
Spain
Host Institution
Carlos III University of Madrid
Program(s)
Carlos III University of Madrid
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science Biological Sciences Bioengineering
UCEAP Course Number
113
UCEAP Course Suffix
E
UCEAP Official Title
COMPUTATIONAL BIOLOGY
UCEAP Transcript Title
COMPUTATIONAL BIO
UCEAP Quarter Units
5.00
UCEAP Semester Units
3.30
Course Description
This course covers computational techniques used to solve complex problems in biology and medicine, characterized by the analysis of large quantities of information. Topics covered include: computational approaches and techniques for searching sequence, structural and expression databases and their relationship with disease databases; alignment and comparison of sequences through dynamic programming; gene structure prediction; restriction site searches; secondary structure prediction; generation of recombinant vectors in silico; obtainment of encoded protein sequence; folding and protein structure prediction; functional and protein-binding domain prediction; protein interaction prediction; evaluation of the pathogenicity of disease variants; molecular and phylogenetic sequence evolution analysis. Students are strongly advised to have completed coursework in mathematics, programming, biology, and biochemistry.
Language(s) of Instruction
English
Host Institution Course Number
14159
Host Institution Course Title
BIOLOGÍA COMPUTACIONAL
Host Institution Course Details
Host Institution Campus
Escuela Politécnica Superior. (Leganés
Host Institution Faculty
Host Institution Degree
Host Institution Department
Bioingeniería e Ingeniería Aeroespacial
Course Last Reviewed

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HUMAN-COMPUTER INTERACTION
Country
Australia
Host Institution
University of Sydney
Program(s)
University of Sydney
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Engineering Computer Science
UCEAP Course Number
115
UCEAP Course Suffix
UCEAP Official Title
HUMAN-COMPUTER INTERACTION
UCEAP Transcript Title
HUMAN-COMP INTERACT
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This is a multi-disciplinary course designed for students who want to be involved in one of the many roles required to create future technology. There are three main parts: the human foundations from psyschology and physiology; HCI methods for design and evaluation of interfaces; and leading edge directions for technologies. This course is a mix of computer science software engineering with the design discipline, UX - User Experience. It draws on psychology, both for relevant theories and user study methods.
Language(s) of Instruction
English
Host Institution Course Number
INFO3315
Host Institution Course Title
HUMAN-COMPUTER INTERACTION
Host Institution Campus
sydney
Host Institution Faculty
Host Institution Degree
Host Institution Department
Information Technologies
Course Last Reviewed
2023-2024

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LOGIC
Country
Spain
Host Institution
Carlos III University of Madrid
Program(s)
Carlos III University of Madrid
UCEAP Course Level
Lower Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
35
UCEAP Course Suffix
UCEAP Official Title
LOGIC
UCEAP Transcript Title
LOGIC
UCEAP Quarter Units
5.00
UCEAP Semester Units
3.30
Course Description

This course offers an introduction to logic in Computer Science and Engineering. Topics include: introduction to formal systems; representation and syntax in propositional calculus; proof theory in propositional calculus; representation and syntax in predicate logic; proof theory in predicate calculus; semantic theory for propositional and predicate calculi; resolution method; computational logic and applications.

Language(s) of Instruction
Host Institution Course Number
15970
Host Institution Course Title
LÓGICA
Host Institution Campus
Leganés
Host Institution Faculty
Escuela Politécnica Superior
Host Institution Degree
Grado en Ingeniería Informática
Host Institution Department
Departamento de Informática
Course Last Reviewed
2023-2024

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SOFTWARE DEVELOPMENT
Country
Spain
Host Institution
Carlos III University of Madrid
Program(s)
Carlos III University of Madrid
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
105
UCEAP Course Suffix
UCEAP Official Title
SOFTWARE DEVELOPMENT
UCEAP Transcript Title
SOFTWARE DEVELOPMNT
UCEAP Quarter Units
5.00
UCEAP Semester Units
3.30
Course Description

This course discusses the software development process including software testing and issues with software quality. Other topics include: ethical and legal issues in the field of software engineering; agile software development techniques; test-driven development; refactoring and simple design. Previous coursework in programming and software engineering are required.

Language(s) of Instruction
English
Host Institution Course Number
15972,18179,19637
Host Institution Course Title
DESARROLLO DE SOFTWARE
Host Institution Campus
Leganés
Host Institution Faculty
Escuela Politécnica Superior.
Host Institution Degree
Ingeniería Informática, Doble Grado en Ingeniería Informática y Administración de Empresas
Host Institution Department
Informática
Course Last Reviewed
2023-2024

COURSE DETAIL

WEB APPLICATIONS
Country
Spain
Host Institution
Carlos III University of Madrid
Program(s)
Carlos III University of Madrid
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
136
UCEAP Course Suffix
UCEAP Official Title
WEB APPLICATIONS
UCEAP Transcript Title
WEB APPLICATIONS
UCEAP Quarter Units
5.00
UCEAP Semester Units
3.30
Course Description

This course offers a study of web applications. Topics include: transport layer security (TLS); hypertext transfer protocol (HTTP); content presentation languages (HTML and CSS); client-side programming languages; model-view-controller pattern; security; scalability; advanced technologies.

Language(s) of Instruction
English
Host Institution Course Number
16497
Host Institution Course Title
APLICACIONES WEB
Host Institution Campus
Leganés
Host Institution Faculty
Escuela Politécnica Superior
Host Institution Degree
Grado en Ciencia e Ingeniería de Datos
Host Institution Department
Departamento de Ingeniería Telemática
Course Last Reviewed
2022-2023

COURSE DETAIL

SIGNALS AND SYSTEMS
Country
United Kingdom - England
Host Institution
King's College London
Program(s)
King's College London
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
114
UCEAP Course Suffix
N
UCEAP Official Title
SIGNALS AND SYSTEMS
UCEAP Transcript Title
SIGNALS & SYSTEMS
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description

This course introduces the theory of signal and linear systems; the concepts of modeling, description, and classification of signals and systems; and specific methods of signal processing.

 

Language(s) of Instruction
English
Host Institution Course Number
5CCYB020
Host Institution Course Title
SIGNALS AND SYSTEMS
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Course Last Reviewed
2021-2022

COURSE DETAIL

COMPUTER GRAPHICS
Country
Sweden
Host Institution
Lund University
Program(s)
Lund University
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
135
UCEAP Course Suffix
UCEAP Official Title
COMPUTER GRAPHICS
UCEAP Transcript Title
COMPUTER GRAPHICS
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description

3D graphics is concerned with how images can be generated from abstract descriptions of objects. Representations of three-dimensional geometry should be projected to a two-dimensional plane and by simulating the interaction between light and matter the object surfaces can be realistically shaded. With moving images, it is also necessary to control how objects move and change appearance over time. And when building interactive virtual worlds, objects must also be able to respond to external events.

Language(s) of Instruction
English
Host Institution Course Number
EDAF80
Host Institution Course Title
COMPUTER GRAPHICS
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Engineering
Host Institution Degree
Host Institution Department
Engineering - Computer Science
Course Last Reviewed
2022-2023
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