Computer Science Courses

COSC 0N01
Co-op Work Placement I
First co-op work placement (4 months) with an approved employer.
Restriction: open to COSC and BCB Co-op students.

COSC 0N02
Co-op Work Placement II
Second co-op work placement (4 months) with an approved employer.
Restriction: open to COSC and BCB Co-op students.

COSC 0N03
Co-op Work Placement III
Third co-op work placement (4 months) with an approved employer.
Restriction: open to COSC and BCB Co-op students.

COSC 0N04
Co-op Work Placement IV
Optional co-op work placement (4 months) with an approved employer.
Restriction: open to COSC and BCB Co-op students.

COSC 0N05
Co-op Work Placement V
Optional co-op work placement (4 months) with an approved employer.
Restriction: open to COSC and BCB Co-op students.

COSC 1P02
Introduction to Computer Science
Computers and computer programming in a high-level language (normally Java). Topics include computer fundamentals, problem solving and software development, programming language syntax and semantics, methods, input/output, control structures and data types.
Lectures, 3 hours per week, lab, 2 hours per week; tutorial, 1 hour per week.
Note: students with considerable prior programming experience in a high-level language such as Pascal, Java, C or Ada may be granted exemption from this course at the discretion of the Chair.

COSC 1P03
Data Structures and Abstraction
Programming and problem solving in a high-level programming language (normally Java). Data structures including arrays, strings and linked-lists. Modularity, abstraction and abstract data types including stacks, queues and lists. Introduction to searching and sorting, algorithm analysis and object-orientation.
Lectures, 3 hours per week, lab, 2 hours per week; tutorial, 1 hour per week.
Prerequisite: COSC 1P02 or permission of the Chair.

COSC 1P12
Computer Organization and Assembly Language
Basic computer organization including functional units, instruction cycle, control, buses and memory. Assembly-level programming including machine representation, instruction sets and addressing modes. Role of assemblers, linkers and loaders.
Lectures, 3 hours per week, lab 2 hours per week; tutorial, 1 hour per week.
Prerequisite: COSC 1P03.
Note: COSC 1P03 may be taken concurrently.

COSC 1P93
Introduction to Computer Programming
Modern software techniques: problem solving and design of effective algorithms; structured program design methodology; subprogram library usage; documentation; correctness; floating-point arithmetic; error analysis. Programming assignments are implemented in a high-level language (such as C or FORTRAN).
Lectures, 3 hours per week, lab, 2 hours per week; tutorial, 1 hour per week.
Restriction: not open to COSC (single or combined), BCB or CAST majors.
Prerequisite: OAC mathematics credit.

COSC 1P95
Computers and Application Software
Introduction to computers and contemporary application software; overview of applications used in industry, science, education, and research. Topics include computer architecture fundamentals; spreadsheets; macro programming; databases; presentation graphics; and integration between different applications. Practical experience using various application packages.
Lectures, 3 hours per week, lab, 2 hours per week.
Restriction: not open to COSC (single or combined), BCB or CAST majors.
Note: some prior computer experience is preferred.
Completion of this course will replace previous assigned grade in COSC 1P90 and 1P98.

COSC 1P96
Internet Programming and Applications
Advanced introduction to the Internet and its use. Topics include the history and composition of the Internet; fundamental communication concepts and applications; the development of web-based applications, including HTML and web programming using JavaScript.
Lectures, 3 hours per week, lab, 2 hours per week.
Restriction: not open to COSC (single or combined), BCB or CAST majors.
Note: some prior computer experience is preferred.
Completion of this course will replace previous assigned grade in COSC 1P99.

COSC 2N90
Internship
Work placement of 8-16 months duration with an approved employer.
Restriction: open to students accepted into the Internship option.
Note: interviews with employer and student and completion, by the student, of a work report.

COSC 2P03
Advanced Data Structures
Implementation and usage of data structures. Topics include trees, graphs, advanced list structures, sorting and searching, analysis of algorithms, program proofs.
Lectures, 3 hours per week, lab, 2 hours per week; tutorial, 1 hour per week.
Restriction: open to COSC (single or combined), BCB and CAST majors.
Prerequisites: COSC 1P03 (minimum 60 percent); MATH 1P66 and 1P67.

COSC 2P13
Introduction to Operating Systems
Operating systems from a user's viewpoint. Emphasis on the functionality of operating systems rather than their implementation. Topics include file, processor, I/O and memory management; concurrent processes; mainframe and microcomputer operating systems; UNIX.
Lectures, 3 hours per week.
Prerequisite: COSC 1P03 (minimum 60 percent) and 1P12 (minimum 60 percent).

COSC 2P32
File and Database Systems
File organizations and access methods, fundamental data base concepts: specification and design of databases and applications; various database models including the relational model; processing with SQL; database administration; security. Practical database experience (normally ORACLE).
Lectures, 3 hours per week, lab, 2 hours per week.
Prerequisite: COSC 2P03 (minimum 60 percent).

COSC 2P50
The Computing Professional
Professional issues in computing including historic and social perspectives; legal issues, licensing and copyright; social and ethical issues; professional conduct; technical writing and presentations.
Lectures, 3 hours per week, seminar, 2 hours per week.
Prerequisite: COSC 1P03 (minimum 60 percent).
Note: this course involves seminars and considerable written work. A good command of written and spoken English is required.

COSC 2P89
Advanced Internet and Intranet
Concepts and techniques required for building and maintaining advanced interactive Web sites. Topics include XML and SGML, database connectivity and forms handling, basic animation, graphics optimization for the Web, scripting, advanced searching, Web design for accessibility.
Lectures, 3 hours per week, lab/seminar, 2 hours per week.
Prerequisite: COSC 1P03 (minimum 60 percent).

COSC 2P90
Programming Languages and Object-Orientation
Fundamental concepts of programming languages including syntax, semantics, control, data types and abstraction. Programming paradigms including imperative, applicative, logic and object-oriented. Object-orientation including inheritance and polymorphism. Introduction to object modeling.
Lectures, 3 hours per week, lab, 2 hours per week.
Prerequisite: COSC 1P03 (minimum 60 percent).
Completion of this course will replace previous assigned grade in COSC 2P91 and 2P92 taken prior to 2001-2002.

COSC 2P91
Procedural Programming
Programming in procedural languages including procedures and functions, data representation, control structures and program organization. Procedural languages such as Ada, C and COBOL
Lectures, 3 hours per week, lab, 2 hours per week.
Prerequisites: COSC 1P03 (minimum 60 percent), 1P12 (minimum 60 percent) and 2P03 (minimum 60 percent).

COSC 2P93
Logic Programming
Predicate logic, symbolic and declarative programming, resolution theorem proving, applications. Introduction to logic languages such as Prolog.
Lectures, 3 hours per week.
Prerequisites: COSC 2P03 (minimum 60 percent).

COSC 3F00
Software Engineering
Scientific principles and managerial skills required for the construction of reliable software. Attributes of large complex software systems and software process models for managing the phases of software development; software requirements: analysis, tools and document preparation; software specification methods, software design concepts and alternate methodologies such as prototyping and object-oriented paradigms; several software testing, verification and validation methods.
Lectures, 3 hours per week, lab, 2 hours per week.
Prerequisites: COSC 2P03 (minimum 60 percent) and 2P32 (minimum 60 percent).
Note: this course requires considerable written work and presentations. A good command of written and spoken English is required. Completion of COSC 2P50 and concurrent registration in COSC 2P91 is recommended for this course. Major group project is required.

COSC 3P01
Introduction to Computer Networking
Overview of computer network services and principles of operation using the Internet as an example. Topics include layering of services and protocols; functionality of application layer services: world wide web, file transfer and electronic mail; addressing and naming in wide and local area networks; principles of operation of communication-oriented layers: transport, network and data link layers; physical media of interconnection.
Lectures, 3 hours per week.
Prerequisites: COSC 1P12 (minimum 60 percent), 2P03 (minimum 60 percent) and MATH 1P67; MATH 1P01 or 1P97.

COSC 3P40
Advanced Object-Oriented Programming
Advanced programming techniques such as graphical user interfaces, networking, parallelism, database connectivity, multi-tiered systems, client-server and e-commerce. Introduction to advanced Java APIs such as swing, net, threads, JDBC, CORBA and JSP.
Lectures, 3 hours per week, lab, 2 hours per week.
Prerequisites: COSC 2P03 (minimum 60 percent) and 2P90 (minimum 60 percent).

COSC 3P71
Artificial Intelligence
Topics include heuristic programming, analysis of solution space, searching, pattern recognition, machine learning, game playing, genetic algorithms and problem solving.
Lectures, 3 hours per week.
Prerequisite: COSC 2P03 (minimum 60 percent).
Note: completion of COSC 2P93 is recommended before taking this course.

COSC 3P92
Computer Architecture
Topics include buses, internal and external memory, I/O and interfacing, computer arithmetic, instruction sets, RISCs, micropro-grammed control, parallel organization.
Lectures, 3 hours per week.
Prerequisites: COSC 1P12 (minimum 60 percent) and 2P13 (minimum 60 percent).

COSC 3P93
Parallel Computing
Origins of parallelism, classification of designs, characterization of performance. Pipelined computers: selection and comparison, case studies. Processor arrays: switching networks, case studies. Parallel languages: general principles, parallel constructs, vectorizing compilers, issues of portability. Practical exposure to a parallel programming language and parallel computing hardware. Parallel algorithms: general principles, recurrences, parallel approach to data structures and computational structures. Future trends: technology, design limitations, future supercomputers.
Lectures, 3 hours per week.
Prerequisite: COSC 2P13 (minimum 60 percent).

COSC 3P94
Introduction to Human Computer Interaction
Human factors in the design and support of computing systems. Design methodologies such as GOMS, TAGs and Task Analysis. Design principles relating to various interaction paradigms.
Lectures, 3 hours per week, lab/seminar, 2 hours per week.
Prerequisite: COSC 2P50 (minimum 60 percent).
Completion of this course will replace previous assigned grade in COSC 3P04.

COSC 3P95
Embedded Software
Real-time execution, concurrency, network and device control. Topics include requirements posed by embedded software; real-time programming languages and operating systems; development of embedded applications. (Knowledge of C assumed).
Lectures, 3 hours per week; lab, 2 hours per week.
Prerequisites: COSC 1P12 (minimum 60 percent) and 2P13 (minimum 60 percent).
Note: completion of PHYS 1P91, 1P92 (1F90) and COSC 2P91 is recommended before taking this course.
Completion of this course will replace previous assigned grade in COSC 3V95.

COSC 3P98
Computer Graphics
Topics include 2-D and 3-D graphics, curve and surface fitting, light and colour models, real time interfaces, animation and hardware issues (Knowledge of C assumed).
Lectures, 3 hours per week.
Prerequisites: COSC 2P03 (minimum 60 percent) and MATH 1P12.
Note: completion of COSC 2P91 is recommended before taking this course.

COSC 3P99
Computing Project
Half-year development project or directed reading essay under faculty supervision.
Seminar, 2 hours per week.
Restriction: open to COSC (single or combined), BCB and CAST majors and permission of project co-ordinator.
Prerequisite: COSC 2P03 (minimum 60 percent).
Note: students may propose their own projects for departmental approval or may apply for a project proposed by a faculty member. Further information (including project guidelines and project list) is available on the department Web pages.

COSC 3V90-3V99
Computing Topics I
Selected topics in computer science.
Restriction: open to COSC (single or combined), BCB and CAST majors.

COSC 4F90
Computing Project
Full-year project under the supervision of a faculty member.
Seminar, 2 hours per week.
Restriction: open to COSC (single or combined), BCB and CAST majors with a minimum 75 percent major average and permission of project co-ordinator.
Prerequisite: COSC 3F00 (minimum 60 percent).
Note: students may propose their own projects for departmental approval or may apply for a project proposed by a faculty member. This course is strongly recommended for students considering graduate school. Students must consult with faculty at the end of year 3 regarding supervision of projects. Further information (including project guidelines and project list) is available on the department Web pages.

COSC 4P03
Advanced Algorithms
Classical and evolving problems and algorithms in Computer Science. Topics include classical design and analysis techniques, cryptography, combinatorics.
Lectures, seminar, 3 hours per week.
Prerequisite: COSC 2P03 (minimum 60 percent) and MATH 3F65.
Note: MATH 3F65 may be taken concurrently.
Completion of this course will replace previous assigned grade in COSC 4V92.

COSC 4P13
Operating Systems: Design and Implementation
Design and implementation of UNIX and other operating systems. Topics include process and thread management, interprocess communication, synchronization and scheduling, multiprocessing, device drivers, kernel memory management, distributed and advanced file systems and STREAMS (knowledge of C assumed).
Lectures, 3 hours per week.
Prerequisites: COSC 1P12 (minimum 60 percent), 2P13 (minimum 60 percent) and 2P91 (minimum 60 percent).

COSC 4P14
Computer Networks
Advanced topics in computer networking, including computer network security, wireless and high-speed networking, computer network managementandperformance evaluation.
Lectures, 3 hours per week.
Prerequisites: COSC 2P13 (minimum 60 percent) and 3P01 (minimum 60 percent).

COSC 4P75
Compiler Construction
Topics include lexical, syntactic and semantic analysis of high-level languages; symbol table organization; code generation and optimization.
Lectures, 3 hours per week.
Prerequisites: COSC 1P12 (minimum 60 percent), 2P03 (minimum 60 percent) and 2P90 (minimum 60 percent).

COSC 4P76
Machine Learning
Fundamental machine learning techniques with emphasis on using these techniques to design and implement small practical learning systems. Topics include learning as a search, inductive bias, concept learning, computational learning, explanation-based learning and reinforcement learning.
Lectures, seminar, 3 hours per week.
Prerequisite: COSC 3P71 (minimum 60 percent).
Completion of this course will replace previous assigned grade in COSC 4V91.

COSC 4P77
Evolutionary Computation
Topics include genetic algorithms, genetic programming, evolution strategies, comparison of natural and artificial evolution and applications in problem solving, engineering and design. A variety of applications will be developed.
Lectures, seminar, 3 hours per week.
Prerequisite: COSC 3P71 (minimum 60 percent).
Completion of this course will replace previous assigned grade in COSC 4V93.

COSC 4P78
Robotics
Computer control aspects of robots focussing on behaviour-based robot control architectures. Topics include robot components and subsystems, sensors and perception, object location and manipulation, mobile robot navigation, task planning, control architectures, adaptive and social behaviour.
Lectures, 3 hours per week, lab, 1 hour per week.
Prerequisites: COSC 1P12 (minimum 60 percent), 2P90 (minimum 60 percent), 3P71 (minimum 60 percent) and MATH 1P12.
Note: completion of PHYS 1P91 and 1P92 is recommended before taking this course.

COSC 4P79
Expert Systems
Development of expert systems. Topics include recognition of problems solvable by an expert system; knowledge engineering; languages for expert systems development. Students will experiment with expert system development using an expert system shell and expert system building tool.
Lectures, 3 hours per week.
Prerequisites: COSC 2P93 (minimum 60 percent) and 3P71 (minimum 60 percent).

COSC 4V80
2004-2005: Artificial Neural Networks
Practical problem solving using artificial neural networks. Supervised Learning; Single- and multilayer feed-forward networks and backpropagation and refinements; Recurrent neural networks: Hopfield networks and Boltzmann machines. Unsupervised Learning; Competitive Learning, Kohonen map and self-organizing feature maps.
Lectures, seminar, 3 hours per week.
Prerequisite: COSC 3P71.

COSC 4V80-4V99
Computing Topics II
Selected topics in computer science.
Lectures, seminar, 3 hours per week.
Restriction: open to COSC (single or combined), BCB and CAST majors.

COSC 4V81
2004-2005:Functional Programming
Introduction to functional programming using the languages Haskell and SML. Topics include all data types, type inference, pattern-matching, recursion, polymorphism, higher-order functions, lazy vs eager evaluation, modules and monads.
Lectures, 3 hours per week.

COSC 4V94
2004-2005: Discrete Event Simulation
Classification of modeling and simulation problems: discrete, continuous and Monte Carlo. Concepts of causality, understanding and modeling. Issues of model credibility, validation, verification, tractability, uncertainty and system state. Basic discrete-event simulation methodology. Elements of probability in model building. Random number generation. Statistical analysis of simulated data and design of simulation experiments.
Lectures, 3 hours per week.
Prerequisites: COSC 2P03 (minimum 60 percent) and MATH 3F65 (minimum 60 percent).
Note: completion of MATH 1P98 is recommended before taking this course.

COSC 4V97
2004-2005: Foundations of Reasoning under Uncertainty
Uncertain reasoning is based on both deductive and inductive methods. In this course we shall explore formal foundations of both streams: Formal systems such as propositional modal logics and grammars, models of probability, Bayesian reasoning,fuzzy sets, rough sets, concept lattices and knowledge structures.
Lectures, 3 hours per week.

COSC 4V98
2004-2005: Topics in Computer Graphics and Digital Audio
Contemporary topics in computer graphics and audio, including ray tracing, fractals, spline and curve fitting, digital audio fundamentals, MIDI, computer composition, music and sound processing. Programming assignments use C, OpenGL, and Csound.
Lectures, 3 hours per week.
Prerequisite: COSC 3P98 (minimum 60 percent).

COSC 4V99
2004-2005: Computability and Complexity
What can and cannot be computed, how quickly, with how much memory and on which type of computational model. Language families, their properties and machines, the Chomsky Hierarchy; the Church-Turing Thesis, the Halting problem, time and space complexity, complexity classes, polynomial reduction.
Prerequisite: MATH 4P61 or permission of the instructor.