CMPSC 8 - Introduction to Computer Science
CMPSC 16 - Problem Solving with Computers I (2015)

5,33
5,33

CMPSC 24 - Problem Solving with Computers II

Oversikt over Freshman/Sophomore https://www.ce.ucsb.edu/undergrad/curriculum/plan/

5,33 

5,33

CMPSC 24 - Problem Solving with Computers II

5,33CMPSC-

CMPSC 130B - Datastructures 130B - Datastructures and Algorithms II

5,33

CMPSC 138 138 - Automata and Formal Languages

5,33

CMPSC

138 - Automata and Formal Languages

5

,33

CMPSC 140 - Parallel Scientific Computing (2014)

CMPSC 160 - Translation of

Programming Languages

5

,33

TDT4205 - Kompilatorteknikk

2015.

08.

27 RS

CMPSC 165B - Machine Learning
Covers the most important techniques of machine learning (ML) and includes discussions of: well-posed learning problems; artificial neural networks; concept learning and general to specific ordering; decision tree learning; genetic algorithms; Bayesian learning; analytical learning; and others.

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

160 - Translation of Programming Languages

CMPSC

162 -

Programming Languages

TDT4160 - Computer Fundamentals

CMPSC

165B -

Machine Learning

TDT4190 - Distributed Systems

TDT4136 - Introduksjon til kunstig intelligens

CMPSC

165B - Machine Learning

TDT4173 -

Maskinlæring og case-basert resonnering

5.33

TDT4160 -

Computer Fundamentals

TMA4155 - Kryptografi, introduksjon
TTM4135 - Informasjonssikkerhet (1/3 IaS)

TDT4190 - Distributed Systems

5,33

TDT4195 - Grunnleggende visuell databehandling (50% syn, ikke grafikk)
(TDT4265 - Datasyn, 2sp)

TTM4133 - Mobile nett og tjenester

TDT4237- Programvaresikkerhet

TTM4135 -Informasjonssikkerhet (2/3 IaS)

CMPSC 185 - Human-Computer Interaction

TDT4180 - Human-Computer InteractionTMA4155 - Kryptografi, introduksjon

TTM4135 - Informasjonssikkerhet (1/3 IaS)

CMPSC

TTT4115 - Communication Theory

2015.01.09
RS

CMPSC 230 - Approximations, NP-Completeness and Algorithms
Epsilon approximations, PTAS and FPTAS. Techniques for the design of approximation algrorithms. P, NP, NP-complete problems, polynomial transformations, Turing reductions, strong NP-completeness, NP-hardness and inapproximability results. Topics in algorithms include: amortized analysis, advanced graph algorithms and data structures.

TDT4165 Programmeringsspråk
(KPro / EiT)?

CMPSC 270 - Operating Systems
Develops an understanding of operating systems and operating systems research at both a conceptual level and from an engineering perspective. Fundamental design principles, culled primarily from the research literature, motivate an analysis of previous and current systems. This analysis is further validated through empirical investigation.

180 - Computer Graphics 

5,33

TDT4195 - Visual Computing Fundamentals

2015.08.20 RS

CMPSC 182 - Multimedia Computing

TDT4245-Samhandlingsteknologi og sosiale medier 

CMPSC 185 - Human-Computer Interaction

TDT4180 - Human-Computer Interaction

CMPSC 190I - Introduction to Mobile Application Development using Android

2016.01.12 TAA

CMPSC 193 - Internship in Industry

TDT4290 - Kpro

ECE210A,Math206A,Chem211A,Geo 251A ==

TMA4220 - NumSol PDE Element Method. Silje Christensen

ECE210D,Math206D,Chem211D,Geo251D ==

TMA4212 - NumSol DiffEq DiffMethod. Silje Christensen

ECE210D,Math206D,Chem211D,Geo251D ==

CMPSC 225 - Information Theory

TTT4115 - Communication Theory

2015.01.09 RS

CMPSC 230 - Approximations, NP-Completeness and Algorithms

6,67

2015.09.01 RS

CMPSC 254 - Advanced Computer Architecture

TDT4255 - Datamaskinkonstruksjon 

2016.02.22 KSK

TDT4165 Programmeringsspråk. (TDT4290 - KPro, EiT)?

TDT4165 - Programmeringsspråk. (TDT4290 - KPro / EiT)?

CMPSC 270 - Operating Systems

6,67

CMPSC 271 - Advanced Topics in Distributed Systems

6,67

TDT4190 - Distribuerte systemer

After CS171, project work

CMPSC 271 - Advanced Topics in Distributed Systems

6,67

TDT4225 - Store, distribuerte datamengder

After CS171, project work

6,67

TDT4145 - Data Modelling, Databases and Database Management Systems

2015.03.05 RS

6,67

TDT4117 - Informasjonsgjenfinning

2015.03.05 RS

CMPSC 274 - Advanced Topics in Database Systems (2012)

TDT4150 - Avanserte databasesystemer / TDT4300 - Datavarehus og datagruvedrift

After CS170

2015.04.21 RS

Course project, 50%

TTM4135 - Informasjonssikkerhet (IaS)

2015.02.02 RS

2015.02.02 RS

TDT4265 - Datasyn

TPK4170 - Robotics (IaS)

CMPSC 290A - SpTopics in CS: Foundations - Big Data and Networks (Fall-14)

TDT4225 - Store, distribuerte datamengder (Primary).

2015.02.24 RS

CMPSC 290B - Cloud Computing (2015)

6,67

TMA4280 - Supercomputing, Introduction

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

6,67

TDT4200 - Parallel Computing

Project

2015.09.01 RS

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

6,67

TDT4190 - Distribuerte systemer. TDT4290 - KPro, EiT

Legg ved kursinfo. Group work

IT3105 - Kunstig intelligens programmering

TDT4150 (eller TDT4305 Big-data arkitektur )

2016.03.30 TAA

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

TDT4287 - AlgForBioInfo

2015.09.01 RS

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

TDT4210 - Healthcare Informatics

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

TDT4252 - Enterprise Arch & Innovation

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

IT3105 - Kunstig intelligens programmering

2015.08.20 RS

TDT4245 - Coop Technology and Social Media

CMPSC 290F - Smartphone-centric Systems and Applications

2016.11.02 TAA

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

TDT4242 Avansert Programvareutvikling

Silje Christensen. AI / Graphics "Pokemon GO"

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

TDT4171 Metoder i kunstig intelligens

Silje Christensen. AI / Graphics "Pokemon GO"

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

2015.08.18 RS

CMPSC 290I - SpTopics in Image Synthesis

TDT4230 - Grafikk og visualisering. TDT4290 - KPro, EiT

CMPSC 290I / MAT 235 - Mobile Imaging

TDT4195 - Grunnleggende visuell databehandling

MAT235 (equal). IT3402 krever TDT4180

CMPSC 290I / MAT 235 - Mobile Imaging

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

MAT235 (equal). IT3402 krever TDT4180

TDT4117 - Informasjonsgjenfinning

2015.02.03 RS

compsc 271 - Advanced Topics in Distributed Systems
Covers the fundamental problems in distributed systems and the various tools used to solve them. Of primary interest is the issue of fault-tolerance. Topics include event ordering, clocks, global states, agreement, fault-tolerance, and peer-to-peer systems.

After CS171

project work

6,67

TDT4145 - Data Modelling, Databases and Database Management Systems eller
TDT4117 - Informasjonsgjenfinning

2015.03.05 RS

TDT4150 - Avanserte databasesystemer
TDT4300 - Datavarehus og datagruvedrift

After CS170

2015.04.21 RS 

Course project, 50%

TTM4135 - Informasjonssikkerhet (IaS)
TDT4237- Programvaresikkerhet

TDT4265 - Datasyn

evt. TPK4170 - Robotics (IaS)

TDT4215 - Web-intelligens 
(Alternative)
TDT4225 - Store, distribuerte datamengder (Primary)
TDT4300 - Datavarehus og datagruvedrift  (Alternative)

2015.02.

03 RS

CMPSC

290T - Computational Algebra

6,67

TMA4280 - Supercomputing, Introduction

EiT

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

CS291A - Scalable Internet ServicesCMPSC 290B - Java-Centric Cluster & Concurrent Computing

TDT4190 TDT4290 - Distribuerte systemer
KPro

Project

95% group project

2016.11

.08

RS

CMPSC 290B - 291A - Special Topics in Computer Science: Scalable Internet Services

6,67

TDT4240 - ProgArch

100% Group work

CMPSC 290B 291A - Special Topics in Computer Science: Software Systems
Gruppeprosjekt-fag som jeg tenkte kunne være substitutt for EiT. Litt avhengig av årets innhold som varierer mye. Scalable Internet Services

6,67

TDT4242 - Avansert programvareutvikling

Simen Johnsrud. See cs290.com

TDT4190 - Distribuerte systemer
KPro, EiT

Legg ved kursinfo
Group work

IT3105 - Kunstig intelligens programmering

2017

.02.

01 RS

CMPSC 290D: Special Topic in Computer Science: Information Systems: Management of Data, Processes and Services. (s2015291K - Machine Learning and Data Mining (About Timetable)

TDT4252 Enterprice Arch & Innovation
TDT4250 - Advanced Software Design

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.

CMPSC 290D Information Management - Advanced Data Mining. 2015: This is a graduate-level course on data mining. This time, we will specifically focus on neural network, deep learning, NLP, knowledge base, question answering, and text mining.  

IT3105 - Kunstig intelligens programmering

CMPSC 290G: Special Topic in Computer Science: Security

TDT4237- Programvaresikkerhet
TTM4135 - Informasjonssikkerhet

CMPSC 290I / MAT 235 - Mobile Imaging

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

IT3402 krever
TDT4180

CMPSC 290I - Special Topics in Computer Science: Intelligent and Interactive Systems
Gruppeprosjekt-fag som jeg tenkte kunne være substitutt for Eksperter i Team. Litt avhengig av årets innhold som varierer mye.

KPro, EiT

Legg ved kursinfo
xGroup work

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 - SP TOP: SECURITY/ Elliptic Curve Cryptography

TMA4160 - Cryptography. TDT4290 - KPro, EiT (30% project)

Manu Gopinathan, Silje Christensen

CMPSC 293B - Cloud Computing

TDT4225 - BigDistr_DB

2016.08.24 RS 

CMPSC 293S - Information Retrieval and Web Search

TDT4225 - BigDistr_DB

2016.11.01 RS 

TDT4290 - KPro, EiT

TDT4290 - KPro, EiT

x% Group Project

TDT4290 - KPro, EiT

x% Group Project

TTM4133 - Mobile Networks and Services (IaS). TDT4290 - KPro, EiT

Android, HW
(gruppearbeid) 

2015.02.24 RS

ECE 251 - Mobile Embedded Systems

6,67

TDT4250 - Avansert programvaredesign. TDT4290 - KPro, EiT

45% Group work

2015.02.24 RS

2016.08.30 RS

EiT

Android, HW. (gruppearbeid)

2016.08.26 RS

ESM X489.1 - Energy Sources, Uses and Impacts

CMPSC 290I - Special Topics in Image Synthesis
This course focuses on the theory of image synthesis as applied in modern film studios today, and covers both high-end scanline rendering algorithms as well as physically-based rendering systems such as ray tracing and radiosity methods. Topics include radiometry, the REYES algorithm and Renderman API, stochastic ray tracing, the Rendering Equation, Monte Carlo integration, variance reduction techniques, photon mapping, reflection models, participating media, subsurface scattering, and advanced algorithms for light transport. 

TDT4230 - Grafikk og visualisering

CMPSC 290I - Mixed and augmented reality
Mixed and Augmented Reality, an active research field since the 1990s, has recently gained significant popularity because of the possibility of being implemented on smart phones. Augmented Reality is the concept of overlaying computer-generated information on top of the physical world. Mixed Reality is a bit broader and subsumes the fields of Augmented Reality, Augmented Virtuality, and Virtual Reality. This class provides a hands-on introduction to these novel interface technologies. Programming experience and knowledge of OpenGL is required.

TDT4117 - Informasjonsgjenfinning
TDT4215 - Web-intelligens

KPro, EiT

2015.04.21 RS

LING X491.2 - Communication for International Students

KPro, EiT

KPro, EiT

x% Group Project

LING X491.4 - Business English for the Global Marketplace

2015.08.18 RS

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

TPK4170 - Robotics (IaS)

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

TTK4195 - Modeling and Control of Robots

PSYC 101 - Health Psychology

PSYC 102 - Social Psychology

PSYC 124 - Educational Psych

PSYC 140 - Social Influence

PSYC 142 - Cognitive Development

ESM X489.1 - Energy Sources, Uses and Impacts

2016.02.11 TAA

TMP 136 - Project Management

TIØ4258 - Teknologiledelse

2015.

02.

10 RS

TMP 240 - Business Strategy and Leadership

LING X491.2 - Communication for International Students

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

ME 179P - Introduction to Robotics: Planning and Kinematics
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.

TTK4195 - Modeling and Control of Robots
Ingeniøremne / KPro / EiT

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

PSYC 102 Social Psychology. Før PSYC 140.

PSYC 108 An introduction to cognitive Psychology.

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.

PSYC 140 - Social Influence

PSYC 142 - Cognitive Development

TMP 136 - Project Management
Introduces the theory, concepts, techniques, vocabulary and practical knowledge of project management practice. Students will learn about the process groups and knowledge areas comprising PMI's Project Management Body of Knowledge. Provides a framework for conducting projects using project management principles.

TIØ4258 - Teknologiledelse

TMP 240 - Business Strategy and Leadership
Course covers business principles relevant to today’s increasingly competitive international business environment in four areas: Competitive Strategy and General Management; Accounting and Finance; Marketing and Sales; and Business Ethics.

TMP 413 - Accounting and Financial Problem-Solving
Begins with a discussion of fundamental cash flow and operating cycles of business, and financial & nonfinancial measures of business health and performance. Examine the role of traditional financial reporting, Pro Forma development and analysis, Discounted Cash Flow, and other managerial decision making tools. Product costing, cost terminology, budgeting, cost volume-profit analysis, and standard costs, as well as non-traditional management accounting topics such as variable costing and activity based costing.

TMP 242 - Entrepreneurship

TMP 255 - New Project Development

TMP 413 - Accounting and Financial Problem-Solving