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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

2015.11.15: Lettere minstekrav for Grad-Students. For å få godkjent et helt studieår må man ha minst 6 grad-fag (24 credits), og minst tre ekstra fag (12 credits, grad/ugrad) i tillegg (Tot: >56 SP)

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
Stp
NTNU-fag
Kommentar
OK

CMPSC 24 - Problem Solving with Computers II

5,33

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

CMPSC 24 - Problem Solving with Computers II

5,33

TDT4100 Object-Oriented Programming (Java)Sophomore2015.04.21 RS
CMPSC 32 - Object Oriented Design and Implementation5,33TDT4100 Object-Oriented Programming (Java)Sophomore2015.04.21 RS
CMPSC 56 - Advanced Application Programming5,33TDT4100 Object-Oriented Programming (Java)Sophomore. AI project. Pair Work2016.08.16 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

TMA4140 - Discrete Math 2016.07.30 RS

CMPSC 138 - Automata and Formal Languages

5,33

TDT4165 - ProgLang 2016.07.30 RS

CMPSC 140 - Parallel Scientific Computing (2014)

5,33TMA4280 - Superdatamaskiner, introManu Gopinathan2016.07.30 RS

CMPSC 160 - Translation of Programming Languages

5,33

TDT4205 - Kompilatorteknikk

 

2015.08.27 RS

CMPSC 160 - Translation of Programming Languages

5,33TDT4125 - AlgoritmekonstruksjonDifferent!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

 2015.03.05 RS

CMPSC 165B - Machine Learning

5.33

TDT4173 - Maskinlæring og case-basert resonnering

 2015.03.05 RS
CMPSC 170 - Operating Systems

5.33

TDT 4186 Operativsystemer 

With CMPSC270 (See CMPSC270 below)

2015.03.05 RS
CMPSC 170 - Operating Systems

5.33

TDT4160 - Computer Fundamentals

 

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

5,33TDT4237 - ProgramvaresikkerhetManu Gopinathan2016.07.30 RS

CMPSC 180 - Computer Graphics 

5,33

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

TDT4195 - Visual Computing Fundamentals

 2015.08.18 RS
CMPSC 181B - Introduction to Computer Vision5,33TDT4265 - Datasyn(2 study-points) (50% syn, ikke grafikk)

2015.08.20 RS

CMPSC 182 - Multimedia Computing

5.33

TDT4245-Samhandlingsteknologi og sosiale medier 

Different!2015.03.03 RS

CMPSC 185 - Human-Computer Interaction

5.33

TDT4180 - Human-Computer Interaction

 2015.03.05 RS

CMPSC 190I - Introduction to Mobile Application Development using Android

5,33TTM4115 Design av reaktive systemer. (eller andre emner)IndØk. IaS, eller Programvareutvikling

2016.01.12 TAA

CMPSC 193 - Internship in Industry

5.33

TDT4290 - Kpro

 2015.03.03 RS
CMPSC 211A - Matrix Analysis Computation6,67TMA4115 - Math3Silje Christensen

ECE210A,Math206A,Chem211A,Geo 251A ==

2016.07.30 RS 
CMPSC 211D - PDEs Finite Element Methods6,67

TMA4220 - NumSol PDE Element MethodSilje Christensen

ECE210D,Math206D,Chem211D,Geo251D ==

2016.07.30 RS
CMPSC 211D - PDEs Finite Element Methods6,67

TMA4212 - NumSol DiffEq DiffMethodSilje Christensen

ECE210D,Math206D,Chem211D,Geo251D ==

2016.07.30 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
CMPSC 240A - Applied Parallel Computing6,67TDT4200 - Parallelle beregninger 2016.02.22 KSK
CMPSC 254 - Advanced Computer Architecture6,67TDT4260 - Computer Architecture  

2015.09.01 RS

CMPSC 254 - Advanced Computer Architecture

6,67

TDT4255 - Datamaskinkonstruksjon 

 

2016.02.22 KSK

CMPSC 260 - Advanced Topics in Program Analysis6.67

TDT4165 Programmeringsspråk. (TDT4290 - KProEiT)?

Silje Christensen. Prosjekt?2016.07.30 RS
CMPSC 263 - Modern Programming Languages and Their Implementation6,67

TDT4165 - Programmeringsspråk(TDT4290 - KPro / EiT)?

Prosjekt?2015.04.21 RS

CMPSC 270 - Operating Systems

6,67

TDT4186 - Operating SystemsAfter CS1702015.03.03 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
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 274 - Advanced Topics in Database Systems (2012)

6,67

TDT4150 - Avanserte databasesystemer / TDT4300 - Datavarehus og datagruvedrift

After CS170

2015.04.21 RS

CMPSC 276 - Advanced Topics in Networking (Fall-14)6,67TDT4290 - KPro / EiT

Course project, 50%

2015.02.03 RS
CMPSC 279 - Advanced Topics In Security6.67

TTM4135 - Informasjonssikkerhet (IaS)

After CS177

2015.02.02 RS

CMPSC 279 - Advanced Topics In Security6,67TDT4237 - Programvaresikkerhet 

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 - SpTopics in CS: Foundations - Big Data and Networks (Fall-14)

6,67

TDT4225 - Store, distribuerte datamengder (Primary).

group work

2015.02.24 RS

CMPSC 290B - Cloud Computing (2015)

6,67

TMA4280 - Supercomputing, Introduction

Gruppeprosj.2015.08.27 RS

CMPSC 290B - Java-Centric Cluster & Concurrent Computing (2015)

6,67

TDT4200 - Parallel Computing

Project

2015.09.01 RS
CMPSC 290B - Java-Centric Cluster & Concurrent Computing (2015)6,67TDT4190 - Distribuerte systemerProject

2015.09.01 RS

CMPSC 290B - Special Topics in Computer ScienceScalable Internet Services(2015)

6,67

TDT4240 - ProgArch

100% Group work

2015.08.25 RS

CMPSC 290B - Special Topics in Computer Science: Scalable Internet Services(2015)

6,67

TDT4242 - Avansert programvareutvikling

Simen Johnsrud. See cs290.com

2016.07.30 RS

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

6,67

TDT4190 - Distribuerte systemerTDT4290 - KPro, EiT

Legg ved kursinfo. Group work

2015.01.09 RS
CMPSC 290C - Logic, Computation, and Programming Languages6,67

IT3105 - Kunstig intelligens programmering

Group work2015.02.24 RS
CMPSC 290D - Advanced data mining (spring 14)6,67

TDT4150 (eller TDT4305 Big-data arkitektur )

Bjarte Sjursen, Kan velges som profilfag på DB

2016.03.30 TAA

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 - Sp Top CS, IS: Management of Data, Processes and Services.

6,67

TDT4210 - Healthcare Informatics

(spring-15)2015.08.13 RS 

CMPSC 290D - Sp Top CS, IS: Management of Data, Processes and Services.

6,67

TDT4252 - Enterprise Arch & Innovation

(spring-15)2015.08.13 RS 

CMPSC 290D - Information Management - Advanced Data Mining. 2015 (Spring 15)

6,67

IT3105 - Kunstig intelligens programmering

 2015.08.20 RS
CMPSC 290D - Information Management - Advanced Data Mining. 2015 (Spring 15)6,67TDT4290 - KPro 

2015.08.20 RS

CMPSC 290F - Special Topic in Computer Science: Smart phone centric systems6,67

TDT4245 - Coop Technology and Social Media

 2016.08.26 RS
CMPSC 290G - Special Topic in Computer Science: Security (spring 14)6,67TTM4135 - Informasjonssikkerhet 2016.07.31 RS

CMPSC 290G - SP TOP: SECURITY/ Elliptic Curve Cryptography

6,67

TMA4160 - CryptographyTDT4290 - KPro, EiT (30% project)

Manu GopinathanSilje Christensen

2016.07.31 RS

CMPSC 290I - Intelligent Systems/Mixed and Augmented Reality Systems

6,67TDT4173 - Maskinlæring og case-basert resonneringTDT4290 - KPro, EiT50% project work 

2015.08.18 RS

CMPSC 290I - SpTopics in Image Synthesis

6,67

TDT4230 - Grafikk og visualisering. TDT4290 - KPro, EiT

50% project group work2015.09.03 RS

CMPSC 290I / MAT 235 - Mobile Imaging

6,67

TDT4195 - Grunnleggende visuell databehandling

MAT235 (equal). IT3402 krever TDT4180

2015.08.25 RS 

CMPSC 290I / MAT 235 - Mobile Imaging

6,67

TDT4180 - HCI. Evt. EiT (Half of IT3402 - UI-Designw/Video)

MAT235 (equal). IT3402 krever TDT4180

2015.03.25 RS
CMPSC 290N SpTopics CS - IR and Advanced Internet Services6,67

TDT4117 - Informasjonsgjenfinning

x% group work

2015.02.03 RS

CMPSC 290N SpTopics CS - IR and Advanced Internet Services6,67

TDT4215 - Web-intelligens

x% group work

2015.02.03 RS

CMPSC 290T - Computational Algebra

6,67

EiT

40% Group paper. OK, men kan ikke alene... I kombinasjon medprosjektarbeid/gruppearbeid.

2016.01.12 TAA

CS291A - Scalable Internet Services

6,67

TDT4290 - KPro

group project

2016.11.08 RS

CMPSC 291A - Mixed and augmented reality6,67TDT4195 - Visual Computing Fundamentals 2017.02.01 RS
CMPSC 291A - Mixed and augmented reality6,67TDT4265 - Datasyn (3 study-points) 

2017.02.01 RS

CMPSC 291K - Machine Learning and Data Mining (About Timetable)

6,67

TDT4173 Machine Learning and Case-Based Reasoning

50% group project. Use of NN.
Manu Gopinathan. Ikke helt overlappende. Et av de avanserte profilemnene på AI/DB 

2016.03.30 TAA

CMPSC 292F - Topics in Applied Cryptography6,67TTM4135 - Informasjonssikkerhet 2017.02.01 RS

CMPSC 293B - Cloud Computing

6,67

TDT4225 - BigDistr_DB

Et av de avanserte profilemnene på AI/DB

2016.08.24 RS 

CMPSC 293S - Information Retrieval and Web Search

6,67

TDT4225 - BigDistr_DB

Et av de avanserte profilemnene på SU/DB

2016.11.01 RS 

CMPSC 595B - Group Studies in CS: ProgLangu and Software Engineering 3,34

TDT4290 - KPro, EiT

x% Group Project2015.04.21 RS
CMPSC 595I - Group Studies in CS: Intelligent and Interactive Systems 3,34

TDT4290 - KPro, EiT

x% Group Project

2015.04.21 RS
CMPSC 595J - Group Studies in CS: Intelligent and Interactive Systems 3,34

TDT4290 - KPro, EiT

x% Group Project

2015.04.21 RS

CMPSC 290F - Smartphone-centric Systems and Applications

6,67EiTGroup work

2016.11.02 TAA

CMPSC 290I - Intelligent Systems/Mixed and Augmented Reality Systems

6,67

TDT4242 Avansert Programvareutvikling

Silje Christensen. AI / Graphics "Pokemon GO"

2016.07.30 RS

CMPSC 290I - Intelligent Systems/Mixed and Augmented Reality Systems

6,67

TDT4171 Metoder i kunstig intelligens

Silje Christensen. AI / Graphics "Pokemon GO"

2016.07.30 RS
ECE 160 - Multimedia Systems5,33TTM4142 - Network multimedia Systems (IaS) 2015.08.18 RS
ECE 251 - Mobile Embedded Systems6,67

TTM4133 - Mobile Networks and Services (IaS). TDT4290 - KProEiT

Android, HW
(gruppearbeid) 

2015.02.24 RS

ECE 251 - Mobile Embedded Systems

6,67

TDT4250 - Avansert programvaredesignTDT4290 - KProEiT

45% Group work

2016.01.12 TAA
ECE 270 - Noncooperative game theory6,67TDT4280 - Multiagent-systemer og spillteori 

2015.02.24 RS

ECE 277B - Pattern Recognition6,67TDT4205 - Pattern Recognition 

2016.08.30 RS

ENGR X452.01 - Intro to Project Management5,33

EiT

Android, HW. (gruppearbeid)

2016.08.26 RS

ESM X489.1 - Energy Sources, Uses and Impacts

5K-Emne/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

5,33TDT4290 - KPro, EiT 2015.04.21 RS

LING X491.4 - Business English for the Global Marketplace

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

2015.08.18 RS

ME 179P - Introduction to Robotics: Planning and Kinematics (also at ECE?) 

5,33

TPK4170 - Robotics (IaS)

Team-work2015.09.01 RS

ME 179P - Introduction to Robotics: Planning and Kinematics (also at ECE?) 

5,33

TTK4195 - Modeling and Control of Robots

Team-work2015.01.09 RS

PSYC 101 Health Psychology. 

5,33EiT 2015.08.13 RS

PSYC 102 - Social Psychology

5,33TIØ5200 - Prosjektorganisasjoner(K-Emne)Før PSYC 140.2015.08.25 RS

PSYC 124 - Educational Psych

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
TMP 122 - Entrepreneurship 6,67TIØ4230 Entreprenørskap og markedsorientert produktutviklingGroup work. K-emne

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 242 - Entrepreneurship

6,67EiT 2016.11.08 RS

TMP 255 - New Project Development

6,67TDT4290 - KPro, EiT 2015.04.21 RS

TMP 413 - Accounting and Financial Problem-Solving

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

Venter på "pakke-godkjenning":

Silje Christensen - 25.09.2015 - CMPSC 211ACMPSC 211DCMPSC 235CMPSC 260CMPSC 290G290I IntSys/Mixed&AR

Manu Gopinathan - 24.07.2016 - CMPSC 291KCMPSC 140CMPSC 178ECE 251CMPSC 290G

Godkjente "pakker":

Simen Johnsrud -  CMPSC 290B (09.10.2015)07.01.2016 ECE 251CMPSC 290T, 29.03.2016 CMPSC 291K

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