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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 courses, cs.ucsb.edu Year-plan, ntnu.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.

290F - Smartphones are becoming hugely popular. Driving interests in smartphones not only push for new exciting applications, but open up a new set of challenges on sensing, connectivity, location, energy, privacy and security issues in mobile computing.  In this advanced graduate class, we will be discussing recent developments in smartphone-based mobile systems and applications. In addition to reading and presenting recent technical papers, students will do a team project using smartphones.

Venter på "pakke-godkjenning":

SC - 25.09.2015 - CMPSC 211A, CMPSC 211D, CMPSC 235, CMPSC 260, CMPSC 290G, 290I IntSys/Mixed&AR

MG - 24.07.2016 - CMPSC 291K, CMPSC 140, CMPSC 178, ECE 251, CMPSC 290G

Godkjente "pakker":

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

Links: IDI courses, cs.ucsb.edu Year-plan, ntnu.no/usa canada Søknadsfrister
IaS = IngeniørEmne fra annet Studieprogram

studenter på UCSB i 2015: Kristsvo, ...

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CMPSC 130B - Datastructures and Algorithms II

5,33

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CMPSC 160 - Translation of Programming Languages
Study of the structure of compilers. Topics include: lexical analysis; syntax analysis including LL and LR parsers; type checking; run-time environments; intermediate code generation; and compiler-construction tools.

...

5,33

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TDT4125 - Algoritmekonstruksjon

...

2015.03.03

...

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CMPSC 162 - Programming Languages

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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.

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

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5.33

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TDT4160 - Computer Fundamentals

TDT 4186 Operativsystemer

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TDT4190 - Distributed Systems

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TDT4237- Programvaresikkerhet
TTM4135 - Informasjonssikkerhet (2/3 IaS)

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

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CMPSC 180 - Computer Graphics
Overview of OpenGL graphics standard, OpenGL state machine, other 3D graphics libraries, 3D graphics pipeline, 3D transformations and clipping, color model, shading model, shadow algorithms, texturing, curves and curved surfaces, graphics hardware, interaction devices and techniques

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5,33

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CMPSC 182 - Multimedia Computing

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TDT4245- Samhandlingsteknologi og sosiale medier 

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CMPSC 185 - Human-Computer Interaction

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TDT4180 - Human-Computer Interaction

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CMPSC 193 - Internship in Industry

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TDT4290 - Kpro

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CMPSC 225 - Information Theory
Entropy, mutual information, and Shannon's coding theorems; lossless source coding, Huffman, Shannon-Fano-Elias, and arithmetic codes; Channel capacity; rate-distortion theory, and lossy source coding; source-channel coding; algorithmic complexity and information; applications of information theory in various fields.

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TTT4115 - Communication Theory

TTT4110 - Signal Processing and Communication ?

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2015.01.09
RS

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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.

6,67

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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.

6,67

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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.

6,67

...

6,67

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TDT4145 - Data Modelling, Databases and Database Management Systems  

TDT4150 - Avanserte databasesystemer

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2015.03.05 RS

NEI

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6,67

...

TDT4117 - Informasjonsgjenfinning

...

2015.01.09
RS

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TDT4150 - Avanserte databasesystemer

TDT4300 - Datavarehus og datagruvedrift
TDT4117 - Informasjonsgjenfinning

After CS170

...

?

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Course project, 50%

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TTM4135 - Informasjonssikkerhet (IaS)
TDT4237- Programvaresikkerhet

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CMPSC 290A Special Topics in Computer Science: Foundations - Big Data and Networks (Fall-14)

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TDT4215 - Web-intelligens 
(Alternative)

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CMPSC 290A Special Topics in Computer Science: Foundations - Big Data and Networks (Fall-14)
CS 290A is the first in a new group of courses we are introducing 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.  

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TDT4225 - Store, distribuerte datamengder (Primary)

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TDT4300 - Datavarehus og datagruvedrift  (Alternative)

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RS
24/2-15 

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CMPSC 290B - 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.

6,67

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TDT4190 - Distribuerte systemer

KPro, EiT

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Legg ved kursinfo
-Group work

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IT3105 - Kunstig intelligens programmering

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CMPSC 290G: Special Topic in Computer Science: Security

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TDT4237- Programvaresikkerhet
TTM4135 - Informasjonssikkerhet

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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.

6,67

...

KPro, EiT

...

Legg ved kursinfo
-Group work

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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. 

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TDT4230 - Grafikk og visualisering

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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.

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TDT4117 - Informasjonsgjenfinning

TDT4215 - Web-intelligens

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KPro, EiT

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KPro, EiT

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x% Group Project

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ENGR 255 New Project Development

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ESM X489.1 - Energy Sources, Uses and Impacts

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LING X491.2 - Communication for International Students

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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.

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

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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.

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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.

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TIØ4258 - Teknologiledelse

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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.

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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.

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