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INNSKJERPET OPPTAKSKRAV UC - Santa Barbara.
Etter klager fra en del fakulteter har UCSB innskjerpet opptakskravet. Opptakskravet på ca. C i snitt (GPA >3) praktiseres nå og en del studenter har fått avslag. A=5, B=4

Links: IDI coursescs.ucsb.edu Year-planntnu.no/usa canada Søknadsfrister
IaS = IngeniørEmne fra annet Studieprogram

Feel free to add new suggestions as COMMENTS in TABLES on the bottom of this page. (Log in with your NTNU user/pw and click "Edit")
studenter på UCSB i 2015: Kristsvo, See below, before the comments.

 

 

UCSB-fag
sp.
IDI-fag
Kommentar
Godkjent
  
211A Matrix Analysis Comp  Silje Christensen   
211D PDEs Finite Elem  Silje Christensen   
235 Computational geom  Silje Christensen   
260 Program Analysis  

 Kpro

EiT

Silje Christensen  

 

290F - Smartphone-centric Systems and Applications https://www.cs.ucsb.edu/~htzheng/teach/cs290w16/index.html

 

6,67EiTGroup work

2016.11.02 TAA

  

293B - Cloud Computing 

6,67valgbart 4. årskurs emne innen dataretning dig økonomi 2016.03.30 TAA  

2901 Intelligent Systems/Mixed and Augmented Reality

 

TDT4242 Avansert Programvareutvikling

TDT4171 Metoder i kunstig intelligens

Silje Christensen   

CMPSC 24 - Problem Solving with Computers II
CMPSC-32 - Object Oriented Design and Implementation

(5,33)
5,33 

TDT4100 Object-Oriented Programming (Java)Sophomore2015.04.21 RS  

CMPSC 24 - Problem Solving with Computers II
Oversikt over Freshman/Sophomore https://www.ce.ucsb.edu/undergrad/curriculum/plan/

5,33 

TDT4102 - Procedural and Object-Oriented Programming (C++)Sophomore2015.04.21 RS  

CMPSC 130B - Datastructures and Algorithms II

5,33

TDT4120 - Algoritmer og Datastrukturer 2015.03.03 RS  

CMPSC 138 - Automata and Formal Languages

5,33

TDT4120 - Progspråk?    

CMPSC 140 - Parallel Scientific Computing

This course covers high-performance parallel/distributed computing systems and scientific applications on modern computers. Topics include:

  • Parallel architecture, high performance computing, and performance evaluation
  • Patterns of parallelism and program partitioning/mapping.
  • Distributed memory programming with message-passing interface (MPI)
  • Shared memory programming with Pthreads (and OpenMP if time permits).
  • Data-intensive parallel programming with MapReduce and Hadoop.
  • Parallel algorithms for scientific and data-intensive computing such as numerical integration, matrix multiplication, linear equation/PDE solving, sorting, and tree search.
5,33TMA4280 - Superdatamaskiner, innføring i bManu Gopinathan   

CMPSC 160 - Translation of Programming Languages

5,33

TDT4205 - Kompilatorteknikk

Different!

2015.08.27 RS

  

CMPSC 160 - Translation of Programming Languages

5,33

TDT4125 - Algoritmekonstruksjon

Different!

2015.03.03 RS


  

CMPSC 162 - Programming Languages

5.33TDT4165 Programmeringsspråk 2015.03.03 RS  

CMPSC 165B - Machine Learning

5.33

TDT4136 - Introduksjon til kunstig intelligens
TDT4173 - Maskinlæring og case-basert resonnering

 2015.03.05 RS  
CMPSC 170 - Operating Systems

5.33

TDT 4186 Operativsystemer 

With CS270

See CS270 

2015.03.05 RS  
CMPSC 170 - Operating Systems

5.33

TDT4160 - Computer Fundamentals

With CS270

See CS270 

2015.03.05 RS  
CMPSC 171 - Distributed Systems5.33

TDT4190 - Distributed Systems

With CS2712015.03.03
RS
  
CMPSC 176C - Advanced Topics in Internet Computing5.33

TTM4133 - Mobile nett og tjenester

Prosjekt2015.08.25 RS  
CMPSC 177 - Computer Security5.33

TDT4237- Programvaresikkerhet

With CS2792015.03.05 RS  
CMPSC 177 - Computer Security5.33

TTM4135 -Informasjonssikkerhet (2/3 IaS)

With CS2792015.03.05 RS  
CMPSC 178 - Introduction To Cryptography5.33

TMA4155 - Kryptografi, introduksjon

 2015.03.05 RS  
CMPSC 178 - Introduction To Cryptography5.33

TTM4135 - Informasjonssikkerhet(1/3 IaS)

 2015.03.05 RS  

CMPSC 178 - Introduction to Cryptography

Cryptography provides important tools for ensuring the privacy, authenticity, and integrity of the increasingly sensitive information involved in modern digital systems. Nowadays, core cryptographic tools, including encryption, message authentication codes, digital signature, key agreement protocols, etc., are used behind millions of daily on-line transactions. In this course, we will unveil some of the "magic" of cryptography.

In this class, we will see the inner-working of cryptography for several core cryptographic tools, from encryption, to message authentication codes, to hash functions, to digital signatures, etc.

5,33TDT4237 - ProgramvaresikkerhetManu Gopinathan   

CMPSC 180 - Computer Graphics 

5,33

TDT4195 - Grunnleggende visuell databehandling 2015.01.09
RS
  
CMPSC 181B Introduction to Computer Vision5,33

TDT4195 - Grunnleggende visuell databehandling (50% syn, ikke grafikk)

 2015.08.18 RS

  
CMPSC 181B Introduction to Computer Vision5,33

(TDT4265 - Datasyn, 2sp)

 2015.08.20 RS  

CMPSC 182 - Multimedia Computing

5.33

TDT4245-Samhandlingsteknologi og sosiale medier 

Different!2015.03.03 RS(minus)  

CMPSC 185 - Human-Computer Interaction

5.33

TDT4180 - Human-Computer Interaction

 2015.03.05 RS  

CMPSC 193 - Internship in Industry

5.33

TDT4290 - Kpro

 2015.03.03 RS  

CMPSC 225 - Information Theory

6,67

TTT4110 - Signal Processing and Communication 

IaS

2015.01.09
RS

  

CMPSC 225 - Information Theory

6,67

TTT4115 - Communication Theory 

IaS

2015.01.09
RS

  

CMPSC 230 - Approximations, NP-Completeness and Algorithms

6,67

TDT4125 - Algoritmekonstruksjon 2015.01.09
RS
  

 6,67

TDT4200 Parallelle beregninger

 2016.02.22 KSK  
CMPSC 254 - Advanced Computer Architecture6,67TDT4260 - Computer Architecture  

2015.09.01 RS

  
CMPSC 254 - Advanced Computer Architecture6,67TDT4252Virksomhetsmodellering og arkitektur 

2015.01.30 RS

  
CMPSC 260 - Advanced Topics in Program Analysis6.67     
CMPSC 263 - Modern Programming Languages and Their Implementation6,67

TDT4165 Programmeringsspråk
(KPro / EiT)?

 2015.04.21 RS  

CMPSC 270 - Operating Systems

6,67

TDT4186 - Operating SystemsAfter CS1702015.03.03 RS  
CMPSC 272 - Software Engineering6,67TDT4242 - Kravspesifikasjon og testing 2015.01.09
RS 
  
CMPSC 273 - Data And Knowledge Bases

6,67

TDT4145 - Data Modelling, Databases and Database Management Systems

60% group project

2015.03.05 RS

  
CMPSC 273 - Data And Knowledge Bases

6,67

TDT4117 - Informasjonsgjenfinning

60% group project

2015.03.05 RS

  
CMPSC 273 - Data And Knowledge Bases

6,67

TDT4150 - Avanserte databasesystemer

60% group project

2015.03.05 RS

(minus)

  

CMPSC 274 - Advanced Topics in Database Systems (2012) (W13)

6,67

TDT4150 - Avanserte databasesystemer
TDT4300 - 
Datavarehus og datagruvedrift 
TDT4117 - Informasjonsgjenfinning

After CS170

 

2015.04.21 RS



NO for 2012

  
CMPSC 276 - Advanced Topics in Networking (Fall-14)6,67KPro / EiT

Course project, 50%

2015.02.03 RS  
CMPSC 279 - Advanced Topics In Security6.67

TTM4135 -Informasjonssikkerhet (IaS)
TDT4237- Programvaresikkerhet

After CS177

2015.02.02 RS

  
CMPSC 280 - Computer Graphics6,67TDT4230 - Graphics and Visualization 2015.01.09
RS
  
CMPSC 281B Advanced Topics in Computer Vision6,67

TDT4265 - Datasyn

 2015.04.21 RS  
CMPSC 281B Advanced Topics in Computer Vision6,67

TPK4170 - Robotics (IaS)

 2015.08.27 RS  
CMPSC 284 Mobile Computing6,67TTM4133 - Mobile nett og tjenesterIaS2015.02.24 RS  

CMPSC 290A Special Topics in Computer Science: Foundations - Big Data and Networks (Fall-14)
First in a new group of courses in the broad area of network science research.  This course will focus on fundamental theory and algorithms for working with Big Data and networks. Topics covered will include graph embedding, spanning trees, network flow, random graph models, network formation and evolution, structure and attribute-based search, clustering, partitioning, and distributed dynamical systems.

CMPSC 290D - Social and Biological Networks - Big Data and Networks (Winter-15)
Second in a new group of courses in the broad area of network science research. This course will explore Network Science concepts in the context of social and biological networks. Topics covered include social structure theory, evolution of biological networks, management of Big Data, and visualization of networks.

6,67

TDT4225 - Store, distribuerte datamengder (Primary).Alternatives:
TDT4215 - Web-intelligens 
TDT4300 - Datavarehus, datagruvedrift

 TDT4287 - AlgForBioInfo

group work

2015.02.24 RS


2015.09.01 RS

  

CMPSC 290B - Cloud Computing

6,67

TMA4280 - Supercomputing, Introduction

Gruppeprosj.2015.08.27 RS  

CMPSC 290B - Java-Centric Cluster & Concurrent Computing

6,67

TDT4200 - Parallel Computing
TDT4190 - Distribuerte systemer

Project

2015.09.01
RS
  

CMPSC 290B - Scalable Internet Services

6,67

TDT4240 - ProgArch

100% Group work

2015.08.25
RS
  

CMPSC 290B - Scalable Internet Services

6,67

TDT4242 Avansert programvareutvikling

100% Group work

2015.08.25
RS
  

CMPSC 290B - Special Topics in Computer Science: Software Systems

6,67

TDT4190 - Distribuerte systemer
KPro, EiT

Legg ved kursinfo
Group work

2015.01.09
RS
  

CMPSC 290B - Special Topics in Computer Science: Software Systems
This course explores advanced topics in highly scalable Internet services and their underlying systems architecture. Software today is increasingly being delivered as a service: accessible globally via web browsers and mobile applications and backed by millions of servers. Modern frameworks and platforms are making it easier to build and deploy these systems, such as Ruby on Rails andAmazon’s EC2.

Yet despite these advances, some concerns just don’t go away. Building scalable Internet services today still requires an understanding of topics like caching, load balancing, security, and monitoring. In this course we will examine these topics and more: the state of the art in building scalable Internet services.

Hovedformålet med faget er å lage en web-side fra bunn med fokus på arkitektur, design, at den skal være scalability og at man faktisk skal realisere prosjektet. På mange måter så bygger dette faget på de samme målsetningene som TDT 4250 hjemme på NTNU.

6,67

TDT4250 - Avansert programvaredesign

Course info
Simen Johnsrud

   
CMPSC 290C - Logic, Computation, and Programming Languages6,67

IT3105 - Kunstig intelligens programmering

Group work2015.02.24 RS  

CMPSC 290D - Social and Biological Networks - Big Data and Networks (Winter-15)

6,67

 TDT4287 - AlgForBioInfo

group work
Follows 290A 

2015.09.01 RS

  

CMPSC 290D Information Management - Advanced Data Mining. 2015:

6,67

IT3105 - Kunstig intelligens programmering

KPro?2015.08.20 RS  

CMPSC 290D: Information Management (s2015). This course will explore Network Science concepts in the context of social and biological networks. Topics covered include social structure theory, evolution of biological networks, management of Big Data, and visualization of networks.

6,67

 

KPro   

CMPSC 290D: Special Topic in Computer Science: Information Systems: Management of Data, Processes and Services. (s-15)

6,67

TDT4252 Enterprice Arch & Innovation

 2015.08.13 RS   

CMPSC 290D: Special Topic in Computer Science: Information Systems: Management of Data, Processes and Services. (s-15)

6,67

TDT4250 - Advanced Software Design

 2015.08.13 RS   

CMPSC 290D: Special Topic in Computer Science: Information Systems: Management of Data, Processes and Services. (s-15)

6,67

TDT4210 - Healthcare Informatics

 2015.08.13 RS   

CMPSC 290G: Special Topic in Computer Science: Security

6,67

TDT4237- Programvaresikkerhet

group work   
CMPSC 290G: Special Topic in Computer Science: Security6,67TTM4135 - Informasjonssikkerhet    

CMPSC 290G SP TOP: SECURITY/ Elliptic Curve Cryptography

 

IT3402 Design av grafiske brukergrensesnitt

Silje Christensen

   

CMPSC 290G SP TOP: SECURITY/ Elliptic Curve Cryptography

 

TDT4171 Metoder i kunstig intelligens

Silje Christensen

   

CMPSC 290G SP TOP: SECURITY/ Elliptic Curve Cryptography

 

Eit

Silje Christensen

   

CMPSC 290G - Elliptic Curve Cryptography

Elliptic curve cryptographic schemes are public-key mechanisms that provide the same functionality as RSA schemes. However, their security is based on the hardness of a different problem, namely the elliptic curve discrete logarithm problem

Gruppeprosjekt
The participating students are expected to write a short (3-5 pages) paper or create a short (15-20 slides) presentation on a certain aspect of elliptic curve cryptography, particularly covering most recent algorithmic, security or implementation related developments.

6,67KPro

Gruppeprosjekt 50 %

Manu Gopinathan,

Silje Christensen

   

CMPSC 290I - Mixed and augmented reality

6,67TDT4230 - Grafikk og visualisering50% project work 

2015.09.03 RS

  

CMPSC 290I - Mixed and augmented reality

6,67TDT4173 - Maskinlæring og case-basert resonnering 50% project work 

2015.08.18 RS

  

CMPSC 290I - Special Topics in Computer Science: Intelligent and Interactive Systems

6,67

KPro, EiT

Legg ved kursinfo
xGroup work

2015.01.09
RS
  

CMPSC 290I - Special Topics in Image Synthesis

6,67

TDT4230 - Grafikk og visualisering

Gruppearbeid2015.04.21 RS  

CMPSC 290I / MAT 235 - Mobile Imaging

6,67

TDT4180 - HCI. Evt. EiT
(Half of IT3402 - UI-Designw/Video)
TDT4195 - Grunnleggende visuell databehandling

IT3402 krever
TDT4180

2015.03.25 RS
2015.08.25 RS 
  

CMPSC 291K - Advanced Data Mining

Abstract: This is a graduate-level course on data mining.  This time, we will specifically focus on neural network, deep learning, and text analysis including knowledge graph and question answering. 

Each student is expected to finish 2 machine problems, have a midterm and complete a research project.

6,67TDT4173: Maskinlæring og case-basert resonneringManu Gopinathan   
CMPSC 290N Special Topics in Computer Science General:Information Retrieval and Advanced Internet Services6,67

TDT4117 - Informasjonsgjenfinning
TDT4215 - Web-intelligens

x% group work

2015.02.03 RS

  
CMPSC 595B - Group Studies in Computer Science: Programming Languages and Software Engineering3,34

KPro, EiT

x% Group Project2015.04.21 RS  
CMPSC 595I - Group Studies in Computer Science: Intelligent and Interactive Systems3,34

KPro, EiT

x% Group Project

2015.04.21 RS  
CMPSC 595J - Group Studies in Computer Science: Intelligent and Interactive Systems3,34

KPro, EiT

x% Group Project

2015.04.21 RS  

CMPSC 271 - Advanced Topics in Distributed Systems

6,67

TDT4190 - Distribuerte systemer

After CS171

project work

2015.09.01 RS  

CMPSC 271 - Advanced Topics in Distributed Systems

6,67

TDT4225 - Store, distribuerte datamengder

After CS171

project work

2015.01.09
RS

  

CS 190I - Introduction to Mobile Application Development using Android

6,67TTM4115 Design av reaktive systemer. (eller andre emner)IndØk. IaS, eller Programvareutvikling

2016.01.12 TAA

  
CS290D Advanced data mining 

TDT4150 - avanserte databasesystemer

 

2016.03.30 TAA

  
CS290D Advanced data mining 

TDT4150 eller TDT4305 Big-data arkitektur i fagplanen.

 

2016.03.30 TAA

  

CS 290T Computational Algebra

6,67

EiT

40% Group paper

2016.01.12 TAA  

CS291 K Machine Learning and Data Mining

6,67

TDT4174 Machine Learning and Case-Based Reasoning About Timetable

Ikke helt overlappende emner,

2016.03.30 TAA

  

CS291 K Machine Learning and Data Mining

6,67

et av de avanserte profilemnene.

,

 

2016.03.30 TAA

  

ECE251 - Mobile Embedded Systems

6,67

TDT4250 - Avansert programvaredesign

EiT (pga. gruppearbeid)

45% Group work

2016.01.12 TAA  
ECE 160 - Multimedia Systems5,33TTM4142 - Network multimedia Systems (IaS) 2015.08.18  
ECE 251 - Mobile Embedded Systems6,67

TTM4133 - Mobile Networks and Services (IaS)

Android, HW

2015.02.24 RS

  
ECE 251 - Mobile Embedded Systems6,67

TDT4250 - Avansert programvaredesign

45% Group work

2016.01.12 TAA

  

ECE 251 - Mobile Embedded Systems

6,67KPro

Gruppeprosjekt 50 %

Manu Gopinathan

   

ECE 254C Advanced Computer Architecture

 6,67

TDT4255 Datamaskinkonstruksjon 

 

2016.02.22 KSK 

  
ECE 270 - Noncooperative game theory TDT4280 - Multiagent-systemer og spillteori 

2015.02.24 RS

  

ENGR 255 New Project Development

6,67KPro, EiT 2015.04.21 RS  

ESM X489.1 - Energy Sources, Uses and Impacts

5Komplementæremne/EiT 2015.04.21 RS  
ESS 131 - Sports and Excercise Psychology5,33K-Emne eller EiT. 2015.08.18 RS  

LING X491.2 - Communication for International Students

5,33Kpro, EiT 2015.04.21 RS  

LING X491.4 - Business English for the Global Marketplace. Kan gå som KPro.

5,33TMM4225 - Ingeniørrettet samhandling i distribuerte team: Ledelse og smart bruk (K-emne)100%prosjekt og deltakelse

2015.08.18

2015.09.01

  

ME 179P - Introduction to Robotics: Planning and Kinematics (also at ECE?) 
Motion planning and kinematics topics with an emphasis on geometric reasoning, programming and matrix computations. Motion planning: configuration spaces, sensor-based planning, decomposition and sampling methods, and advanced planning algorithms. Kinematics: reference frames, rotations and displacements, kinematic motion models.

5,33

TTK4195 - Modeling and Control of Robots
TPK4170 - Robotics (IaS)

Team-work2015.01.09
RS
2015.09.01 
  

PSYC 101 Health Psychology. An introduction to concepts, theory, and research within the subdiscipline of health psychology. Relationships among behavioral factors, well being, and disease

5,33EiT 2015.08.13 RS  

PSYC 102 Social Psychology. Før PSYC 140.

5,33TIØ5200 - Prosjektorganisasjoner(K-Emne) 2015.08.25 RS  

PSYC 108 An introduction to cognitive Psychology.

5,33Fyll 2015.08.13 RS  

PSYC 124 Educational Psych
An introduction to research and theory on how instruction affects student learning. Topics may include: development of learning and thinking strategies, instructional methods, learning in subject matter areas, individual differences, and classroom processes.

5,33TIØ5200 - Prosjektorganisasjoner(K-Emne) 2015.04.21 RS  

PSYC 140 - Social Influence

5,33EiT? 2015.08.13 RS  

PSYC 142 - Cognitive Development

5,33K-Emne: BI2041 Human evolusjon og atferd 2015.08.18 RS  
TMP122 - Entrepreneurship http://www.tmp.ucsb.edu/academics/courses/undergrad/entrepreneurship6,67K-emneGroup work

2016.02.11 TAA

  

TMP 136 - Project Management

4,00

TIØ4258 - Teknologiledelse

 

2015.02.10 RS

  

TMP 240 - Business Strategy and Leadership

6,67TIØ4258 - Teknologiledelse 2015.02.10 RS  

TMP 413 - Accounting and Financial Problem-Solving

5,00TIØ4146 - Finance for Science and Technology Students 2015.02.10 RS  

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