About this program
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Credential Awarded: 1 Year Graduate Certificate
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Campus: Niagara-on-the-Lake
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Code: 0902 P0902
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Delivery Length: 1 Year
This designation means the program satisfies the field of study requirement established by Immigration, Refugees, and Citizenship Canada (IRCC). Graduates of eligible programs at designated learning institutions may qualify to apply for a Post-Graduation Work Permit, enabling them to gain Canadian work experience.
Note: PGWP eligibility does not guarantee approval of a work permit application. All applications are subject to IRCC's requirements and assessment.
Who are you?
- I am a domestic applicant. *
- I am an international applicant.
Your education at Niagara College begins with your application. We're here to help make the process easy!
- Carefully read the Admission Requirements tab to make sure you meet the program requirements.
- Check the Availability tab to see whether or not the program is accepting applications, and what start dates are available.
- Complete an application online through ontariocolleges.ca.
- Our Admissions Office will acknowledge your application has been received and will provide you with your NC Student ID number and details on your next steps.
Your education at Niagara College begins with your application. We're here to help make the process easy!
- Carefully read the Admission Requirements tab to make sure you meet the program requirements. Official, translated high school and/or post-secondary transcripts, proof of graduation and proof of English proficiency will be required.
- Check the Availability tab to see whether or not the program is accepting International applications, and what start dates are available.
- For next steps in the application process please visit international.niagaracollege.ca/how-to-apply/.
- Complete an application online through our Online Application Form.
- Niagara College will send you or your agent a confirmation of receipt via email within 48 hours of receiving your application.
By Email
Reach out to us using our contact form and we'll respond within regular business hours.
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Register for an Info SessionOverview
This eight-month graduate certificate program prepares learners for high-demand roles in data management and analytics.
Graduates will develop the skills to extract meaningful insights from large, complex data sets to support data-driven decision-making. Students will learn to collect, analyze, and visualize data to address current and emerging business challenges. The ability to interpret data and predict patterns is an increasingly critical skill in today’s data-centric world.
Courses
| Code | Course Name | Credits |
|---|---|---|
| DATA9100 | Fundamentals of Data Analytics | 3 |
| DATA9115 | Database Essentials | 3 |
| DATA9130 | Data Ethics | 3 |
| DATA9140 | Data Analytics and Decisions | 3 |
| DATA9150 | Computer Applications in Data Analytics I | 4 |
| MATH1298 | Statistics for Data Analytics | 4 |
| Code | Course Name | Credits |
|---|---|---|
| DATA9250 | Computer Applications in Data Analytics II | 3 |
| DATA9260 | Data Visualization and Communication | 3 |
| DATA9275 | Predictive Analytics | 4 |
| DATA9280 | Data Mining | 3 |
| DATA9290 | Statistics and Modelling | 3 |
| DATA9330 | Practices in Data Analytics | 6 |
Learning Outcomes Term: 1261
Collect, manipulate, and interpret qualitative and quantitative data to meet organizational need.
Design and apply data models to meet diverse user requirements.
Use current programming technologies to manipulate data sets, correlate information, and communicate results.
Design and present data visualizations to communicate information to a wide range of audiences.
Conduct evidence-based analysis to support decision-making in various contexts.
Apply strategies for personal, career, and professional development to enhance work performance, maintain industry currency, and uphold data integrity, privacy, and transparency in data science practice.
Assess the effectiveness of a machine learning model to improve decision-making.
Cleanse and preprocess data to improve the accuracy of results.
Conduct statistical analysis on mined data sets to guide evidence-informed decisions.
Analyze different system architectures and data storage technologies to select suitable solutions to support data analytics.
Implement basic machine learning algorithms to meet the needs of the predictive analysis process.
Admission Requirements
- Ontario College Diploma (or equivalent) or Bachelor’s Degree and
- Proof of English proficiency
Recommended Courses and/or Skills:
These courses and skills may help you succeed academically in this program, but they are not required for admission.
- Proficiency in Microsoft Excel
Selection and Ranking
Testing or other supplemental evaluation may be required.
Learn more about admission decisions.
Note
Most private college courses and/or credentials are not acceptable as admission requirements for Niagara College programs.
Please contact the Admissions office at [email protected] for assistance.
Computer Requirements
Students are responsible for ensuring that they have a Microsoft Windows-based desktop or laptop that meets or exceeds the following general requirements:
- A desktop or laptop running on an updated Microsoft Windows operating system (Windows 11 recommended).
- Minimum 256GB SSD storage and 8 GB memory (note that 16 GB memory is strongly recommended).
- An integrated or peripheral video camera, microphone, and speaker system.
- Reliable internet connectivity with Broadband capabilities. A minimum download speed of 10 – 50 Mbps is recommended.
Niagara College may not be able to provide support for systems different than the above specifications as provided software may not operate properly. Academic software for your courses will be made available for download and remote use. Access will also be provided to remote high performance computer labs if software downloads are not feasible.
Note: We do not provide support for Chromebooks or Apple products. (learn more)
The technology requirements indicate there is no support for Chromebooks or Apple products. Can I still take my program if I have a Macbook or Chromebook?
For most programs, the recommendation is to have a MS Windows 11 computer for an optimal experience and for ease of downloading academic software. The reliability of remote connections to college computers and software cannot be guaranteed for Macbook and Chromebook users.
The Microsoft Office suite products that are available free to Niagara College students though Office 365 do have versions that work with Macbooks and Chromebooks, and most internet-based applications will work as well. However, some program-specific software is designed to run on Windows 10/11, and the successful download of these applications cannot be guaranteed.
Our Learning Management System (LMS) at Niagara College is Brightspace, and while students can access Brightspace through an internet browser, for some assignments and tests there is a layer of security that uses a proctored browser. The proctored browser will not function on Macbooks or Chromebooks.
Students assume the risk of a compromised virtual experience if they choose to participate without the recommended technology.
Computer/technology requirements may be subject to change without notice.
Availability
Legendfor intake status table
Open
Accepting applications
Waitlisted
Eligible applications will be placed on a waiting list
Closed
Not accepting applications
Suspended
No longer offered this term
The College reserves the right to cancel or make changes to any course or program, fee, procedure, or campus location at any time.
Back to TopTuition
The below is a tuition fees estimate ( what's this?) for the indicated start term. Tuition fees are set in accordance with the Ontario Ministry of Training, Colleges and Universities fee guidelines.
Year 1
Level one $3,258.30
| Fee Type | Fee Cost |
|
Tuition
|
$2,049.10
|
|
Ancillary Fees
|
$1,209.20
|
|
Material Fees
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$0.00
|
|
Level one Total
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$3,258.30
|
Level two $2,988.30
| Fee Type | Fee Cost |
|
Tuition
|
$2,049.10
|
|
Ancillary Fees
|
$939.20
|
|
Material Fees
|
$0.00
|
|
Level two Total
|
$2,988.30
|
We're helping make your NC dreams a reality.
To help fund your education access $1.5 million in scholarships and awards made available by our generous donors. You will be automatically considered for some awards, however other awards will require an application.
Explore Scholarships & BursariesAdvanced Tuition Tool
The tuition amounts provided are an estimate only ( what's this? ).
To generate a detailed fees calculation, which includes tuition, ancillary, and material fees for this or a different start term, please access the Advanced Tuition Tool.
Generate My FeesThe below is a tuition fees estimate ( what's this?) for the indicated start term. Tuition and estimated fees for International students are based on program type.
Year 1
Level one $10,729.20
| Fee Type | Fee Cost |
|
Tuition
|
$8,475.00
|
|
Ancillary Fees
|
$2,019.20
|
|
Material Fees
|
$235.00
|
|
Level one Total
|
$10,729.20
|
Level two $9,649.20
| Fee Type | Fee Cost |
|
Tuition
|
$8,475.00
|
|
Ancillary Fees
|
$939.20
|
|
Material Fees
|
$235.00
|
|
Level two Total
|
$9,649.20
|
We're helping make your NC dreams a reality.
Access over $200,000 in scholarships and awards.
Explore & ApplyAdvanced Tuition Tool
The tuition amounts provided are an estimate only ( what's this? ).
To generate a detailed fees calculation, which includes tuition, ancillary, and material fees for this or a different start term, please access the Advanced Tuition Tool.
Generate My FeesCosts and Dates
General information about other costs, due dates, refund policy, housing costs, and more can be found on the Niagara College International website.
What is your tuition estimate?
Your tuition estimation includes tuition, ancillary, and material fees based on a program and term. Fees may vary upon enrolment into specific courses that are outside of the core curriculum or elective courses. Fees for future terms (where fees have yet to be published) are estimates based on the current academic year fee structure.
Additional fees include textbooks and a parking pass (if parking on campus). Additional costs may be incurred for optional field trips, learning materials, equipment or clothing.
Note: For new programs tuition and fees may not yet be available. Typically tuition amounts are available in May for the next academic year. Please check back.
