Program Overview
Post Diploma in Big Data Analytics
Overview
The Post Diploma in Big Data Analytics (PDDA) is a 10-course, flexible 30-credit program that enables PDDA students to complete courses in data analytics that are linked to industry certifications and address both immediate and future workforce needs.
Admissions Requirement
- Recognized diploma or degree in a relevant career area or, completion of 90 credits in a relevant career area from a recognized post-secondary institution.
- Be at least 19 years of age or older at the start of the program.
- Meets one of the options below where English is a principle language:
- Option 1 – Completion of 2 years of full-time post-secondary education from a recognized institution where English is the language of instruction, or
- Option 2 – Provide verified results for one of the English language proficiency tests listed below. Test results will be dated no more than 2 years before the start date of the program.
- IELTS (Academic): Minimum overall score of 6.0
- TOEFL IBT: Minimum overall score of 68
- Canadian English Language Proficiency Index Program (CELPIP) General: 7.0
- Canadian Academic English Language (CAEL) Test: 50
- Pearson Test of English (PTE) Academic: 46
- Duolingo English Test (DET): 105
- Cambridge English Qualifications: B2 First Exam (FCE): Minimum overall score of 160 or “C”
- Cambridge Linguaskill: Minimum overall B2 Level
- LANGAGECERT Academic: Minimum overall B2 level
- The Michigan English Test (MET): Minimum overall B2 level
- ITEP Academic: Minimum overall score of 3.5
- EIKEN: Minimum placement of Grade Pre-1
Mature student applicants:
- Applicant is 19 years or older at the start of the program and is a Canadian citizen or permanent resident who cannot access is their educational records or provide sufficient evidence of secondary or post-secondary education as outlined above:
- Applicant provides attestation that they have completed at least three years of full-time instruction in English in a country where the English is one of the principal languages, and
- Applicant completes an Accuplacer English Assessment (Next Generation: Reading, Writing and WritePlacer) and achieves the following minimum scores:
- Reading: 235
- Writing: 235
- WritePlacer: 4
Required Curriculum
The Post Diploma in Big Data Analytics is a 10-course, 600-hour, 30-credit program that can be completed in 30 weeks via in-class and/or online instruction which enables students to complete the course content and related requirements in the most efficient and effective manner possible. The 10-course PDDA program is efficiently delivered over the course of two semesters.
Graduation Requirement
To graduate from this program, students must complete all program requirements including those identified below:
- Complete a minimum of 30 credits.
- Attend at least 75% of program lectures/classes.
- Pass each individual course with 50% or higher.
- Achieve a minimum program 2.50 AGPA.
Learning Outcomes
Upon completion of this program the successful student will have reliably demonstrated the ability to:
- Demonstrate knowledge of the programming languages and tools involved in data analysis and visualization such as Python, R, SQL, and JavaScript.
- Discuss the strategic and operational value of using data for decision-making and how to utilize data analysis techniques to improve decision-making.
- Understand the principles of data warehousing and database management.
- Discuss how to identify relevant data sources and create analytical data sets.
- Demonstrate knowledge of data mining and pattern recognition.
- Demonstrate an understanding and ability to clearly/effectively communicate data analysis results and information to a diverse organizational audience.
Courses
| Course Code | Course Title |
|---|---|
| PGDA 502 | Advanced Writing and Research I |
| PGDA 504 | Database Concepts |
| PGDA 506 | Advanced Databases |
| PGDA 508 | Data and Business Analytics |
| PGDA 510 | Data Mining |
| PGDA 512 | Python for Analytics |
| PGDA 514 | Scripting (Python Programming) |
| PGDA 516 | Big Data Analytics |
| PGDA 518 | Data Visualization |
| PGDA 525 | Selected Topics: AI in Data Analytics |
Course Details
- Each course consists of 3 credits per course and 60 hours per course.
Program Approval
Post Diploma in Big Data Analytics was reviewed and approved by the Registrar of the Private Training Institutions Regulatory Unit (PTIRU) of the Ministry of Post-Secondary Education and Future Skills.
Program Outline
Degree Overview:
Overview:
The Post Graduate Diploma in Big Data Analytics (PGDA) is a 10-course, flexible 30-credit program that enables PGDA students to complete courses in data analytics that are linked to industry certifications and address both immediate and future workforce needs. This innovative program enables PGDA students to gain foundational knowledge, insight, and understanding of big data analytics as it relates to data and business analytics, networking, databases, cybersecurity, and cloud computing as well as important employability and life skills including but not limited to critical thinking, problem solving, communications, collaboration, teamwork, ethics, and legal issues.
Objectives:
- Provide students with the technical knowledge and skills needed to succeed in the field of big data analytics.
- Develop students' critical thinking and problem-solving abilities.
- Prepare students for a variety of careers in the IT industry.
Program Description:
The PGDA program enables students to complete a range of big data and business analytics, information technology, and cybersecurity courses that will help to inform their decisions regarding their future field of study and/or career path. PGDA students will also be able to select courses that will inform and assist them to develop expertise in database management and advanced data analytics that will enable students to develop a strong technical foundation from which they may pursue advanced study at the degree, graduate degree, and/or professional level.
Outline:
Program Content:
- Big data analytics
- Data and business analytics
- Networking
- Databases
- Cybersecurity
- Cloud computing
- Critical thinking
- Problem solving
- Communications
- Collaboration
- Teamwork
- Ethics
- Legal issues
Program Structure:
- 10 courses
- 30 credits
- 30 weeks
- In-class and/or online instruction
Course Schedule:
- The 10-course PGDA program is efficiently delivered over the course of two semesters.
Individual Modules:
- PGDA 502: Advanced Writing and Research I
- PGDA 504: Database Foundations
- PGDA 506: Advanced Databases
- PGDA 508: Data and Business Analytics Foundations
- PGDA 510: Data Mining
- PGDA 503 or PGDA 512 and PGDA 514: Advanced Writing and Research II or Python for Analytics and Scripting (Python Programming)
- PGDA 516: Big Data Analytics
- PGDA 518: Data Visualization
- PGDA 520: Big Data Analytics Capstone
Assessment:
Assessment Methods:
- Assignments
- Projects
- Exams
- Presentations
Assessment Criteria:
- Knowledge of course content
- Critical thinking skills
- Problem-solving skills
- Communication skills
- Collaboration skills
- Teamwork skills
- Ethics
- Legal issues
Teaching:
Teaching Methods:
- Lectures
- Discussions
- Hands-on exercises
- Group projects
- Case studies
Faculty:
- The program is taught by a team of experienced faculty members who are experts in their field.
Unique Approaches:
- The program is designed to be flexible and meet the needs of working professionals.
- The program is offered in a variety of formats, including in-class, online, and blended learning.
Careers:
Potential Career Paths:
- Data analyst
- Business analyst
- Database administrator
- Cybersecurity analyst
- Cloud computing engineer
- Data scientist
Opportunities:
- The program prepares students for a variety of careers in the IT industry.
- Graduates of the program are in high demand due to the growing need for skilled data analysts.
Outcomes:
- Graduates of the program will be able to:
- Apply their knowledge of big data analytics to solve real-world problems.
- Communicate their findings effectively to stakeholders.
- Work in a team environment.
- Be ethical and responsible in their work.
Vancouver Premier College: A Summarization
Overview:
Vancouver Premier College is a private post-secondary institution located in Richmond, British Columbia. It offers a variety of diploma and certificate programs across three distinct colleges: Vancouver Premier College of Arts and Science, Vancouver Premier College of Business and Management, and Vancouver Premier College of Hotel Management. The college is regulated by the Private Training Institutions Branch (PTIB) under the Ministry of Post-Secondary Education & Future Skills.
Services Offered:
Vancouver Premier College provides a comprehensive range of services to its students, including:
Academic Programs:
Diploma and certificate programs in various fields, including Arts and Science, Business and Management, and Hotel Management.Learning Resources:
Access to a Learning Resource Center, Learning Support Services, and a dedicated faculty of instructors.Student Life:
Opportunities for student activities, participation in student council, and community engagement initiatives.Admissions Support:
Guidance on how to apply, admission requirements, required documents, credit transfer, and articulation agreements.Financial Aid:
Information on financial awards and scholarships.Career Services:
Job board, employer registration, and career guidance for students.Student Life and Campus Experience:
The college emphasizes a supportive and engaging campus environment. Students can participate in various activities, connect with fellow students through the student council, and engage in community initiatives. The college also offers a campus tour video to provide prospective students with a glimpse of the campus experience.
Key Reasons to Study There:
Specialized Programs:
The college offers focused programs in Arts and Science, Business and Management, and Hotel Management, catering to specific career aspirations.Experienced Faculty:
Students benefit from the expertise of dedicated instructors with real-world experience in their respective fields.Supportive Environment:
The college fosters a welcoming and supportive environment for students, providing access to learning resources and career services.Practical Experience:
The curriculum incorporates practical experiences and industry connections to prepare students for their chosen careers.Academic Programs:
Vancouver Premier College offers a diverse range of programs, including:
Vancouver Premier College of Arts and Science:
- General Studies Diploma
- ENGL 099 Certificate
- English as a Second Language (Approved and Approval Not Required)
- Post Graduate Diploma in Big Data Analytics
- Post Graduate Diploma in Cybersecurity
- Post Graduate Diploma in Information Technology
Vancouver Premier College of Business and Management:
- Business Management Diploma
- Post Graduate Certificate in Digital Marketing
- Post Graduate Diploma in Digital Marketing
Vancouver Premier College of Hotel Management:
- Hospitality Management Diploma
- Hospitality Operations Diploma
- Hospitality Operations Certificate
- Hospitality Management with English Emphasis Diploma
- Post Graduate Diploma in Hospitality Management
Other:
The college has international recruitment offices in Shanghai, China, and New Delhi, India. It also maintains an active online presence through social media platforms like Facebook, LinkedIn, Twitter, YouTube, and Instagram.
Entry Requirements:
Completion of a baccalaureate degree Be at least 19 years of age Provide proof of English proficiency:
Grade 12 or higher-level English course. High School English 12: C (or equivalent) from an English speaking country. University or College level English course (non‐ESL): C from an institution where English is the language of instruction. English Language Test (only valid for two years): TOEFL: 68 iBT (with no individual score less than 16), 190 CBT, or 520 PBT IELTS: Academic version 6 (with no band test score less than 5.5) Cambridge International Exam: GCE O level C TOEIC: 700 LPI: 4 VPC English Proficiency Exam: 75% Completion of VPC ENGL 099 Completion of AEL/ESL to an equivalent level Completion of at least 12 credits from a post secondary institution in Canada or where English is the principal language of the country and the language of instruction.
- This is based on new PTIB policy guidelines for use of the term “Post-graduate” in a program title. The program must meet both of the following criteria: The admission requirements of a post-graduate program must include at minimum a baccalaureate degree, and Content must be at a post-baccalaureate level.
Language Proficiency Requirements:
In addition to the general entry requirements, international students whose first language is not English must provide proof of English language proficiency. This can be done by submitting a TOEFL or IELTS score. The minimum TOEFL score for admission is 550 (paper-based) or 80 (internet-based). The minimum IELTS score for admission is 6.5.
