Timeroom: Spring 2022

Durham Engineering&Physical Sciences :: Computer Science

CS 850 (01) - Machine Learning

Machine Learning

Credits: 3.0
Term: Spring 2022 - Full Term (01/25/2022 - 05/09/2022)
Grade Mode: Letter Grading

Class Size: 5
CRN: 53553

An introduction to fundamental concepts and common methods in machine learning. In addition to theoretical topics, the course involves hands-on experience in making predictions using synthetic and real-world datasets. Prereq: Statistics, Programming or permission of instructor.

Department Approval Required. Contact Academic Department for permission then register through Webcat.

Instructors: Marek Petrik

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022	MW	11:10am - 12:30pm	KING N113
1/25/2022	5/9/2022	F	1:10pm - 2:00pm	KING N113

Durham Engineering&Physical Sciences :: Computer Science

CS 855 (01) - Computer Vision

Computer Vision

Credits: 3.0
Term: Spring 2022 - Full Term (01/25/2022 - 05/09/2022)
Grade Mode: Letter Grading

Class Size: 10
CRN: 56670

Studying techniques that make a machine 'see' and 'understand' the world in a human-like fashion. The course discusses the theory behind common computer vision techniques and trains students on designing their own algorithms for understanding image or video. Prereq: Statistics course, and Programming course or permission of instructor.

Department Approval Required. Contact Academic Department for permission then register through Webcat.

Instructors: Momotaz Begum

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022	MW	3:40pm - 5:00pm	KING N121

Durham Engineering&Physical Sciences :: Computer Science

CS 857 (01) - Mathematical Optimization for Applications

Mathematical Optimization

Credits: 3.0
Term: Spring 2022 - Full Term (01/25/2022 - 05/09/2022)
Grade Mode: Letter Grading

Class Size: 8
CRN: 53850

This course introduces the foundations of mathematical optimization and reinforces them via applications. The content includes convex optimization, first and second-order methods, constrained problems, duality, linear and quadratic programming, as well as discrete and non-convex optimization. Applications will focus on machine learning methods but also include problems from engineering and operations research. Prereq: MATH 426; Programming proficiency in MATLAB, R, Java, C, Python, or equivalent.

Department Approval Required. Contact Academic Department for permission then register through Webcat.

Equivalent(s): MATH 857

Instructors: Mark Lyon

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022	MWF	9:40am - 11:00am	KING N334

Durham Engineering&Physical Sciences :: Computer Science

CS 858 (01) - Algorithms

Algorithms

Credits: 3.0
Term: Spring 2022 - Full Term (01/25/2022 - 05/09/2022)
Grade Mode: Letter Grading

Class Size: 8
CRN: 54088

An introduction to important concepts in the design and analysis of algorithms and data structures, including implementation, complexity, analysis, and proofs of correctness. Prereq: understanding of basic data structures, familiarity with proof methods and basic concepts from discrete mathematics and the ability to program with recursion.

Department Approval Required. Contact Academic Department for permission then register through Webcat.

Instructors: Laura Dietz

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022	TR	3:40pm - 5:00pm	KING N101
1/25/2022	5/9/2022	F	2:10pm - 3:00pm	KING N113

Durham Engineering&Physical Sciences :: Computer Science

CS 861 (01) - Programming Language Concepts and Features

Program Lang Concepts&Features

Credits: 3.0
Term: Spring 2022 - Full Term (01/25/2022 - 05/09/2022)
Grade Mode: Letter Grading

Class Size: 10
CRN: 56672

Explores the main features of modern, high-level, general-purpose programming languages from the user (programmer) standpoint. Students learn how specific features of programming languages can be used effectively in solving programming problems. The course is also an opportunity to use paradigms that expand on simple imperative programming, such as object-oriented, functional and concurrent programming. Prereq: Operating systems fundamentals and Computer organization, some knowledge of Java.

Department Approval Required. Contact Academic Department for permission then register through Webcat.

Instructors: Michel Charpentier

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022	TR	2:10pm - 3:30pm	PARS NB22

Durham Engineering&Physical Sciences :: Computer Science

CS 875 (01) - Database Systems

Database Systems

Credits: 3.0
Term: Spring 2022 - Full Term (01/25/2022 - 05/09/2022)
Grade Mode: Letter Grading

Class Size: 5
CRN: 53297

Database analysis, design, and implementation. Focus on the relational model. Data description and manipulation languages, schema design and normalization, file and index organizations, data integrity and reliability. Usage of selected DBMS. Prereq: Data Structures.

Department Approval Required. Contact Academic Department for permission then register through Webcat.

Instructors: Elizabeth Varki

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022	MWF	9:10am - 10:00am	KING N133

Durham Engineering&Physical Sciences :: Computer Science

CS 898 (01) - Master's Project

Master's Project

Credits: 3.0
Term: Spring 2022 - Full Term (01/25/2022 - 05/09/2022)
Grade Mode: Letter Grading

CRN: 50552

Instructor Approval Required. Contact Instructor for permission then register through Webcat.

Instructors: STAFF

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022		Hours Arranged	TBA

Durham Engineering&Physical Sciences :: Computer Science

CS 899 (01) - Master's Thesis

Master's Thesis

Credits: 1.0 to 6.0
Term: Spring 2022 - Full Term* (01/25/2022 - 05/09/2022)
Grade Mode: Graduate Credit/Fail grading

CRN: 50252

May be repeated up to a maximum of 6 credits. Cr/F.

Instructor Approval Required. Contact Instructor for permission then register through Webcat.

Repeat Rule: May be repeated for a maximum of 6 credits.

Instructors: STAFF

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022		Hours Arranged	TBA

Durham Engineering&Physical Sciences :: Computer Science

CS 899 (03) - Master's Thesis

Master's Thesis

Credits: 1.0 to 6.0
Term: Spring 2022 - Full Term* (01/25/2022 - 05/09/2022)
Grade Mode: Graduate Credit/Fail grading

Class Size: 5
CRN: 56673

May be repeated up to a maximum of 6 credits. Cr/F.

Repeat Rule: May be repeated for a maximum of 6 credits.

Instructors: Aleksey Charapko

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022		Hours Arranged	TBA

Durham Engineering&Physical Sciences :: Computer Science

CS 900 (01) - Graduate Seminar

Graduate Seminar

Credits: 1.0
Term: Spring 2022 - Full Term (01/25/2022 - 05/09/2022)
Grade Mode: Graduate Credit/Fail grading

Class Size: 35
CRN: 54414

Regularly scheduled seminars presented by outside speakers, UNH faculty, and graduate students. Topics include reports of research ideas, progress, and results. Cr/F.

Department Approval Required. Contact Academic Department for permission then register through Webcat.

Instructors: Elizabeth Varki

Start Date	End Date	Days	Time	Location
1/25/2022	5/9/2022	F	12:10pm - 1:00pm	KING N101