Table of Contents
- Academic Calendar 2024-2025 (September 2024)
- I. General Information and Admissions
- 1. Welcome to 绿帽社区
- 2. Glossary of Academic Terms and Calendar of Events
- 3. Admission
- 3.1. Contact Information
- 3.2. Admission to the University
- 3.3. Minimum General Admission Requirements
- 3.4. Additional Admission Requirements
- 3.5. Notes on Entry to First-Year Courses
- 3.6. Requirements for Non-Canadian Education Systems
- 3.7. English Requirements
- 3.8. Mature Students
- 3.9. Admission with Advanced Standing
- 3.10. Transfer Students
- 3.11. Challenge for Credit
- 3.12. Visiting Students
- 3.13. Exchange Students
- 3.14. Special Circumstances
- 3.15. Graduate Studies
- 4. Fees
- 4.1. Fees and Expenses
- 4.1.1. Full-time/Part-time Enrolment - Fall and Winter terms
- 4.1.2. Tuition Fees
- 4.1.3. Overload Fees for Full-Time Students
- 4.1.4. Auditing Fees
- 4.1.5. Mail Service, Fitness Centre, and Technology and Service Fee
- 4.1.6. Student Organization Fees
- 4.1.7. Other Fees
- 4.1.8. Fieldwork and Travel: Expenses and Liability
- 4.1.9. Instructional Supplies Fees
- 4.1.10. Study Abroad and Exchange Fee
- 4.1.11. Residence, Communications and Meal Plan Fees
- 4.2. Deposits for Full-Time Students
- 4.2.1. Registration Deposits for New Students
- 4.2.2. Residence Deposits for New Students
- 4.2.3. Refunds of Residence Deposits for New Students
- 4.2.4. Registration Deposits for Returning Students
- 4.2.5. Residence Deposits and Refunds for Returning Students
- 4.2.6. Registration Deposits for January Admissions (New and Former Students)
- 4.2.7. Residence Deposits for January Admissions (New and Former Students)
- 4.3. Payment of Fees
- 4.3.1. Payments and Charges
- 4.3.2. Fall and Winter Payments by Part-Time Students
- 4.3.3. Fall Payments by Full-time Students
- 4.3.4. Winter Payments by Full-time Students
- 4.3.5. Fall and Winter Payments for Students Participating in Exchange Programs
- 4.3.6. Method of Payment
- 4.3.7. Reducing the Amount of Payments
- 4.4. Late Fees and Interest Charges
- 4.5. Withdrawals and Student Accounts
- 4.1. Fees and Expenses
- 5. Financial Assistance
- 6. Co-Curricular Life
- 6.1. The 绿帽社区 Students' Union
- 6.2. The Argosy Weekly
- 6.3. CHMA FM
- 6.4. Motyer-Fancy Theatre
- 6.5. Residence Council
- 6.6. The Pond
- 6.7. Accommodation
- 6.8. Department of Athletics and Recreation
- 6.9. Spiritual Care on Campus
- 6.10. Student Life
- 6.11. Student Life Resources
- 6.11.1. Personal Counselling
- 6.11.2. Experiential Learning and Career Development
- 6.11.3. Employment
- 6.11.4. Health Services
- 6.11.5. Student Health Insurance
- 6.11.6. Dietary and Nutritional Concerns
- 6.11.7. Student Wellness
- 6.11.8. Landlord/Tenant Concerns
- 6.11.9. International Students
- 6.11.10. Student Conduct
- 6.12. Services for Students with Disabilities
- 7. General Information
- 8. Personnel
- 9. Lectureships, Trusts and Fellowships; Endowed Chairs; Faculty Awards
- 9.1. Lectureships, Trusts and Fellowships
- 9.2. Endowed Chairs
- 9.2.1. Clement Chandler Avard and Florence Sybil Avard Chair in French Language
- 9.2.2. The Walter B. Cowan Chair in Religious Studies
- 9.2.3. The Edgar and Dorothy Davidson Chair in Canadian Studies
- 9.2.4. Fred C. Manning Chair in Commerce
- 9.2.5. The Hart Almerrin Massey Chair in Philosophy
- 9.2.6. The Pickard-Bell Chair in Music
- 9.2.7. The Reverend William Purvis Chair in English Literature
- 9.2.8. The Obed Edmund Smith Chair in Physics
- 9.2.9. The Obed Edmund Smith Chair in Mathematics
- 9.2.10. The Stiles-Bennett Chair in History
- 9.2.11. The Josiah Wood Chair in Classics
- 9.2.12. The Charles and Joseph Allison Chair of English Language and Literature
- 9.3. Faculty Awards
- II. Academic Regulations
- 10. Academic Regulations
- 10.1. Communication
- 10.2. Courses of Instruction
- 10.3. Registration
- 10.3.1. Registration Procedures (Adding Courses)
- 10.3.2. Registration Deadline
- 10.3.3. Registration Deadline (Self-directed Distance Learning Courses)
- 10.3.4. Determining Year Level
- 10.3.5. Normal Course Loads and Overloads (Fall and Winter terms)
- 10.3.6. Normal Course Loads and Overloads (Spring/Summer term)
- 10.3.7. Repeating Courses
- 10.3.8. Auditing Courses
- 10.4. Changes in Registration and Withdrawal
- 10.5. Transfer Credits
- 10.6. Academic Integrity
- 10.7. Missed Coursework or Tests
- 10.8. Examination Regulations
- 10.8.1. Scheduled Tests and Final Examinations (Fall and Winter terms)
- 10.8.2. Scheduled Tests and Final Examinations (Spring/Summer term)
- 10.8.3. Viewing Examination Papers
- 10.8.4. Accommodations for Missed Final Examinations
- 10.8.5. Extended Deadlines for Completion of Course Work
- 10.8.6. Special Examinations
- 10.9. Evaluations of Student Performance
- 10.9.1. Grading Policies for Courses
- 10.9.2. Reporting of Grades
- 10.9.3. Letter Grades and their Meanings
- 10.9.4. Prerequisite Grade Requirements
- 10.9.5. Grades Excluded from GPA
- 10.9.6. Calculation of TGPA, SGPA and CGPA
- 10.9.7. Repeated Courses, SGPA and CGPA
- 10.9.8. Grade Changes
- 10.9.9. Re-evaluation of a Grade
- 10.9.10. Aegrotat Standing
- 10.9.11. Assessment of Academic Standing
- 10.9.12. Good Standing
- 10.9.13. Unsatisfactory Standing
- 10.9.14. Academic Performance Indicators
- 10.9.15. Academic Probation
- 10.9.16. Academic Suspension
- 10.9.17. Academic Dismissal
- 10.9.18. Procedures for Appeals and Re-admissions
- 10.9.19. Disciplinary Suspension or Dismissal
- 10.9.20. Dean's List
- 10.10. Degree Requirements
- 10.10.1. Academic Standing and Credits Required for a Degree
- 10.10.2. Academic Residency Requirements
- 10.10.3. Degree with Distinction Requirements
- 10.10.4. Honours GPA and Overall GPA Requirements
- 10.10.5. Submitting a Thesis
- 10.10.6. Falling Short of the Honours Requirements
- 10.10.7. Second Undergraduate Degree Requirements
- 10.10.8. Honours Certificate
- 10.11. Graduation and Convocation
- 10.12. Transcripts
- 10.13. Replacement/Duplicate Diplomas
- 10.14. Notification of Disclosure of Personal Information
- 10. Academic Regulations
- III. Academic Degrees, Programs and Courses
- 11. Academic Programs
- 11.1. General Regulations
- 11.2. Bachelor of Arts
- 11.2.1. Requirements for a B.A. Degree
- 11.2.2. Distribution Requirements
- 11.2.3. 3/4000 Level Courses
- 11.2.4. Credits Required for a Major and Minor
- 11.2.5. Additional Minor
- 11.2.6. Double Major
- 11.2.7. Joint Major
- 11.2.8. Bachelor of Arts - Aviation
- 11.2.9. Honours Degree
- 11.2.10. General Degree with Three Minors
- 11.2.11. The Major as Required for the B.A.
- 11.2.12. Disciplinary Major
- 11.2.13. Interdisciplinary Major
- 11.2.14. Joint Major
- 11.2.15. Specially Approved Major
- 11.2.16. Bachelor of Arts - Aviation offered in conjunction with MFC Training
- 11.2.17. Majors Available for the B.A.
- 11.2.18. Joint Majors Available for the B.A.
- 11.2.19. The Minor as Required for the B.A.
- 11.2.20. Disciplinary Minor
- 11.2.21. Interdisciplinary Minor
- 11.2.22. Specially Approved Minor
- 11.2.23. Minors Available for the B.A.
- 11.2.24. Disciplinary and Interdisciplinary Honours Programs
- 11.2.25. Honours Programs Available for the B.A.
- 11.2.26. Complementary Courses and Prerequisites
- 11.3. Bachelor of Science
- 11.3.1. Requirements for a B.Sc. Degree
- 11.3.2. Distribution Requirements
- 11.3.3. Science Core
- 11.3.4. Minimum Number of Science Credits
- 11.3.5. 3/4000 Level Science Courses
- 11.3.6. Credits Required for a Major and Minor
- 11.3.7. Additional Minor
- 11.3.8. Double Major
- 11.3.9. Joint Major
- 11.3.10. Honours Degree
- 11.3.11. General Degree with Three Minors
- 11.3.12. Courses which Qualify as Science Credits
- 11.3.13. The Major As Required for the B.Sc.
- 11.3.14. Disciplinary Major
- 11.3.15. Interdisciplinary Major
- 11.3.16. Joint Major
- 11.3.17. Specially Approved Major
- 11.3.18. Majors available for the B.Sc.
- 11.3.19. Joint Majors available for the B.Sc.
- 11.3.20. The Minor as Required for the B.Sc.
- 11.3.21. Disciplinary Minor
- 11.3.22. Interdisciplinary Minor
- 11.3.23. Specially Approved Minor
- 11.3.24. Minors Available for the B.Sc.
- 11.3.25. Disciplinary and Interdisciplinary Honours Programs
- 11.3.26. Honours Programs Available for the B.Sc.
- 11.4. Master of Science
- 11.5. Bachelor of Commerce
- 11.5.1. Primary Objective
- 11.5.2. Requirements for a Bachelor of Commerce Degree
- 11.5.3. Distribution Requirements
- 11.5.4. 3/4000 Level Courses
- 11.5.5. Commerce Degree Core Requirements
- 11.5.6. Commerce Electives on the Bachelor of Commerce Degree
- 11.5.7. The Minor as Required for the Bachelor of Commerce
- 11.5.8. Elective Credits
- 11.5.9. Honours Programs Available for the Bachelor of Commerce
- 11.5.10. Commerce with Honours
- 11.5.11. Commerce with Honours in Economics
- 11.5.12. Commerce - Aviation offered in conjunction with MFC Training
- 11.5.13. Major from Other Disciplines
- 11.5.14. Transferring to Commerce
- 11.6. Bachelor of Music
- 11.7. Bachelor of Fine Arts
- 11.8. Bachelor of Arts and Science
- 11.9. Certificate of Bilingualism/ Certificat De Bilinguisme
- 11.10. Undergraduate Certificates
- 11.11. Pre-Professional Requirements
- 11.12. International Programs
- 11.13. Academic Credit for Independent Experiential Learning
- 11.14. University Special Topics Courses
- 12. Programs and Courses of Instruction
- American Studies
- Arts
- Art History
- Aviation
- Biochemistry
- Biology
- Biopsychology
- Canadian Public Policy
- Canadian Studies
- Chemistry
- Classics
- Cognitive Science
- Commerce/Ron Joyce Centre for Business Studies
- Community Engaged Learning
- Computer Science
- Data Science
- Drama Studies
- Economics
- English Literatures
- Environmental Science
- Environmental Studies
- Experiential Learning
- Feminist and Gender Studies
- Fine Arts/Pierre Lassonde School of Fine Arts
- French Studies
- Geography
- Geography and Environment
- German Studies
- Greek
- Health Studies
- Hispanic Studies
- History
- Indigenous Studies
- International Economics and Business
- International Relations
- Japanese Studies
- Latin
- Linguistics
- Mathematics
- Modern Languages and Literatures
- Museum and Curatorial Studies
- Music
- Philosophy
- Philosophy, Politics, and Economics/Frank McKenna School of PPE
- Physics
- Politics and International Relations
- Psychology
- Religious Studies
- Science
- Screen Studies
- Social Science
- Sociology
- Spanish Studies
- University Special Topic Courses
- Visual and Material Culture
- Certificate Programs
- Certificate in Arts Administration
- Certificate in Biopsychology
- Certificate in Canadian Arts and Culture
- Certificate in Community Engaged Learning
- Certificates in Data Science
- Certificate in Diversity, Equity, and Inclusion
- Certificate in Foundations of Health
- Certificate in Mi'kmaw Studies
- Certificate in Music Education
- Certificate in Public History
- Certificate in Social Research Methodologies
- Certificate in Studies of Indigenous History
- Certificate in Theatre Arts
- Certificate in Visual Literacy and Culture
- 11. Academic Programs
- Index
- I. General Information and Admissions
Data Science is the emerging interdisciplinary study and application of how we capture, organize, archive, access, and use large-scale data. Data Science alters disciplinary and professional practices, enabling new conceptual approaches and categories of questions, while generating new challenges in ethics and privacy. These issues and opportunities now pervade many areas of human endeavour, from physics to health care to social policy.
To successfully engage with the scope and scale of data resources requires high throughput approaches, with new concepts and practices for effective management, distribution, and presentation of data. Our goal is to give students the concepts and tools to empower their ethical engagement with the emerging potentials and challenges of data, across disciplines and fields of enquiry.
The Minor is designed to engage and serve the interests of a wide range of students. It emphasizes interdisciplinary opportunities and challenges of data science, which supports and extends many disciplines and professional areas. Skills in data science are thus highly transferrable across many areas of practice.
Certificates in Data Management and Data Analytics are also available (see Certificate Programs in Section 12 Programs and Courses of Instruction).
| 6 | from MATH 1311, 2221 |
| 3 | from COMP 1631 |
| 3 | from ECON 2701, BIOL 2701, MATH 2321, PSYC 2011, GENS 2431, PHYS 2801 |
| 9 | from DATA 3001, 3101, 4001 |
| 3 | from ECON 4711, BIOL 4711, MATH 3311, PSYC 3001, GENS 4721 |
狈辞迟别:� There are prerequisites for some 2000 level courses in this minor. Students are responsible for ensuring that they have the necessary prerequisites. It is recommended that students meet with the program director early on to map out the minor.
狈辞迟别:� The listing of a course in the Calendar is not a guarantee that the course is offered every year.
狈辞迟别:� Students must obtain a grade of at least C- in all courses used to fulfill prerequisite requirements. Otherwise, written permission of the appropriate Department Head or Program Coordinator must be obtained.
Data Visualization and Communication
Prereq: 3 credits from MATH 1311, BIOL 2701, ECON 2701, GENS 2431, PHYS 2801, PSYC 2011; or permission of the Department
This course covers accurate and effective visualization and communication of data to both technically trained audiences and to the wider public. Students will learn to organize diverse data types for efficient static, dynamic, and interactive visual presentations to effectively communicate key messages in multiple formats. Students will learn approaches to high throughput report generation and content updating, with principles of open data and maintaining audit trails from presentation back to source. The course will cover common pitfalls or distortions of data presentation, and principles of visual grammar and accessibility for diverse users. (Format: Integrated Tutorial and Laboratory 6 Hours)
Data Acquisition and Organization
Prereq: 3 credits from MATH 1311, BIOL 2701, ECON 2701, GENS 2431, PHYS 2801, PSYC 2011;or permission of the Department
This course covers high throughput acquisition and management of data. The course will use diverse data types and formats to illustrate conceptual challenges across disciplines. Technical aspects will include evolving approaches to script-based web scraping, file formats and conversions, data mergers and tidying, meta-data organization and capture. In parallel, the course will cover theoretical and ethical aspects of data curation and access policies, development of best practices for research data management and case studies in secure management of sensitive or private data.(Format: Integrated Lecture and Laboratory 3 Hours)
Advanced Methods in Data Science
Prereq: MATH 1311; 3 credits from DATA 3001, 3101; or permission of the Department
This course introduces advanced methods of data curation, data analysis and data visualization. It explores advanced techniques for curating data from unstructured sources, visualization and analysis techniques for unstructured data sources (including, but not limited to word clouds, similarity metrics, leveraging natural language models for quantitative analysis, etc.), and the foundations of Bayesian data analysis. This course will use a variety of programming environments and languages. (Format: Lecture 3 Hours) (Exclusion: Any version of DATA 4001 previously offered with a different title)