AV俱乐部

This certificate is open to currently registered AV俱乐部 students in all Faculties; it will not be open for direct application.

This certificate requires a student to take one required course and three electives at the fourth year level from a list of elective courses with at least a C in each of them. Required courses are:

• CSCI 3151: Foundations of Machine Learning

Elective courses are:

• CSCI 4141: Information Retrieval
• CSCI 4144: Data Mining and Data Warehousing
• CSCI 4152: Natural Language Processing
• CSCI 4155: Machine Learning with Robots
• CSCI 4156: Reinforcement Learning with Gaming Applications

Requirements

Note that to obtain a certificate, the degree requirements must be satisfied.  To be awarded a Certificate, students must apply to graduate with a Certificate at the time they apply to graduate from their degree program.

This certificate is open to currently registered AV俱乐部 students in all Faculties; it will not be open for direct application.

This certificate requires a student to take two required courses and three electives from a list of elective courses with at least a C in each of them. Required courses are:

• CSCI 3120: Operating Systems
• CSCI 3171: Network Computing

Elective courses are:

• CSCI 3172: Web-Centric Computing
• CSCI 4116: Cryptography
• CSCI 4169: Usable Privacy and Security
• CSCI 4171: Networks and Communications
• CSCI 4174: Network Security
• CSCI 4176: Mobile Computing
• CSCI 4178: Cyber Security and Defense

Requirements

Note that to obtain a certificate, the degree requirements must be satisfied.  To be awarded a Certificate, students must apply to graduate with a Certificate at the time they apply to graduate from their degree program.

This certificate is open to currently registered AV俱乐部 students in all Faculties; it will not be open for direct application.

This certificate requires a student to take two required courses and four electives from a list of elective courses with at least a C in each of them. Required courses are:

• : Foundations of Machine Learning or : Statistical learning with R
• : The Process of Data Science

Elective courses are:

• : High Performance Computing
• : Information Retrieval
• : Introduction to Data Mining and Data Warehousing
• : Natural Language Processing
• : Machine Learning
• : Reinforcement Learning with Gaming Applications
• : Visualization
• : Statistical methods for Data Analysis and Inference
• : Data Visualization
• : Introduction to Data Mining with R
• : Regression and Analysis of Variance
• : Probability
• : Predictive Analysis
• : Advanced Statistical Theory
• : Bayesian Anaylsis
• : Multivariate Analysis
• : Stochastic Processes
• : Time Series Analysis
• : Data Analysis
• : Computational Statistics

Requirements

Note that to obtain a certificate, the degree requirements must be satisfied.  To be awarded a Certificate, students must apply to graduate with a Certificate at the time they apply to graduate from their degree program.

This certificate is open to currently registered AV俱乐部 students in all Faculties; it will not be open for direct application.

This certificate requires a student to take three required and two electives from a list of elective courses with at least a C in each of them. Required courses are:

• CSCI 3161: Introduction to Computer Graphics with Animation
• CSCI 3162: Digital Media
• CSCI 4168: Game Design and Development

Elective courses are:

• CSCI 4156: Reinforcement Learning with Gaming Applications
• CSCI 4160: Computer Graphics
• CSCI 4166: Visualization
• CSCI 4167: Advanced Computer Animation

Requirements

Note that to obtain a certificate, the degree requirements must be satisfied.  To be awarded a Certificate, students must apply to graduate with a Certificate at the time they apply to graduate from their degree program.

This certificate requires a student to complete two compulsory courses, a minimum of one elective course from Group A, and the remaining three elective courses from either Group A or Group B.  The minimum number of courses to be completed for this certificate is six and all courses must be completed with a grade of C or better.

Compulsary courses are: 

• CSCI 3160.03: Designing User Interfaces 
• CSCI 4163.03: Human Computer Interaction

Group A elective courses are: 

• CSCI 4126.03: Ubiquitous Computing 
• CSCI 4169.03: Usable Privacy and Security
• CSCI 4260: Reinforcement Learning with Gaming Applications

Group B elective courses are: 

• STAT 2080.03: Statistical Methods for Data Analysis and Inference 
• CSCI 4166 03: Visualization 
• CSCI 4168.03: Game Design and Development 
• CSCI 4176.03: Mobile Computing 
• CSCI 3190.03: Community Outreach 1 or CSCI 3691.03 Intermediate Project

Note that to obtain a certificate, the degree requirements must be satisfied. To be awarded a Certificate, students must apply to graduate with a Certificate at the time they apply to graduate from their degree program.

This certificate requires a student to complete four compulsory and two elective courses with at least a C in each of them.

Required courses are: 

• CSCI 3160.03: Designing User Interfaces 
• CSCI 3172.03: Web-Centric Computing 
• CSCI 4176.03: Mobile Computing 
• CSCI 4177.03: Advanced Web Services

Elective courses are: 

• CSCI 3151.03: Web Intelligence 
• CSCI 4145.03: Cloud Computing 
• CSCI 4169.03: Usable Privacy and Security 
• CSCI 4171.03: Networks and Communications 
• CSCI 4174.03: Network Security

Note that to obtain a certificate, the degree requirements must be satisfied. To be awarded a Certificate, students must apply to graduate with a Certificate at the time they apply to graduate from their degree program.