Business Insights and Analytics

Showing program information for start dates between

Sept 2026 - Aug 2027

Sept 2025 - Aug 2026

Program Code: BI511

CIP Code: 52.1301

PGWP-Eligible: Yes

Credential: Ontario Graduate Certificate

Start Dates: January, May, September

Program Length: 4 semesters

Learning
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Program Overview

Today’s businesses know that it is critical to stay on top of what’s next in their industry: the next trend, the next tool, the next technology. They are developing capacity within their organizations to use data to derive insights for a more profitable future. Businesses have a growing need for professionals who can use data, analytics and business acumen to improve ROI, streamline and expedite processes, drive down costs, create smart products and build better customer experiences.

Humber’s Business Insights and Analytics graduate certificate program provides you with practical, in-demand skills in business, database management and programming, data analysis and interpretation, decision-making and communications. It consists of a common platform of twenty-one core courses in business, database modelling, big data management, programming for machine learning and data analytics, plus three specialization stream courses in either marketing or operations.

Graduates of this program will:

develop effective business strategies, tactics and processes based on data-driven analytics
generate business insights by developing and using databases, big data, machine learning and data visualization
support business decision-making with advanced statistical and quantitative analysis, advanced data visualization, and communications tools and techniques

Note: There is a scheduled one-semester break between the second and third semesters.

Courses Open "Courses" to view individual course delivery modes.

Courses

At Humber, courses are delivered in a variety of formats:

In-Person - An in-person course is delivered fully on campus.

Online Asynchronous (A) - An online asynchronous course has no fixed class schedule and allows students to engage with the course at different times according to their needs. Faculty provide modules, which are completed independently by the students according to established deadlines.

Online Synchronous (S) - An online synchronous course is delivered fully online and requires faculty and students to participate in real-time according to a fixed schedule. Classes are scheduled for a specific day and time.

Hybrid - A hybrid course is a combination of in-person and online classes and follows a set schedule. Students must be available to attend in-person classes at scheduled times during the semester.

The chart below outlines the delivery options available for each course in this program, by campus. For some academic terms, there may be more than one delivery option available. You’ll be able to select your preferred options when building your course schedule during open enrolment. Preferences for course delivery will be considered on a first come, first served basis. Some Humber programs are also delivered fully online, where all courses are delivered online.

International students: the impact of studying from outside of Canada on Post-Graduation Work Permit (PGWP) eligibility differs significantly based on when you start your program. Please review the PGWP eligibility before choosing your program and course delivery.

Course code and Name	Delivery Type by Location
Semester 1
BIA 5000	Introduction to Business Insights and Analytics	N/A	In-Person	In-Person	N/A
BIA 5001	Introduction to Statistical Software Languages for Business Insights and Analytics	N/A	In-Person	In-Person	N/A
BIA 5002	Introduction to Database and SQL	N/A	In-Person	In-Person	N/A
BUS 5100	Canadian Business and Industry	N/A	In-Person	In-Person	N/A
RSMT 5004	Quantitative Research Methods and Analysis	N/A	N/A	N/A	N/A
Select 1 from the following courses
BIAO	Bus. Analytics - Ops Elective	N/A	TBD	TBD	N/A
Semester 2
ACCT 5507	Managerial Accounting and Finance	N/A	Online (S)	Online (S)	Online (S)
BIA 5201	Data Analytics Tools 1	N/A	In-Person	In-Person	N/A
BIA 5203	Big Data 1	N/A	In-Person	In-Person	N/A
BIA 5204	Database Management and Reporting	N/A	N/A	N/A	N/A
WORK 5450	Career Development	N/A	Online (S)	Online (S)	Online (S)
Select 1 from the following courses
BIAO	Bus. Analytics - Ops Elective	N/A	TBD	TBD	N/A
Semester 3
BIA 5200	Governance & Ethics in Data Analytics	N/A	In-Person	In-Person	N/A
BIA 5300	Predictive Analytics	N/A	In-Person	In-Person	N/A
BIA 5301	Data Analytics Tools 2	N/A	In-Person	In-Person	N/A
BIA 5302	Machine Learning and Programming 1	N/A	In-Person	In-Person	N/A
BIA 5303	Big Data 2	N/A	In-Person	In-Person	N/A
Select 1 from the following courses
BIAO	Bus. Analytics - Ops Elective	N/A	TBD	TBD	N/A
Semester 4
BIA 5400	Communication & Data Visualization	N/A	In-Person	In-Person	N/A
BIA 5401	Business Intelligence	N/A	In-Person	In-Person	N/A
BIA 5402	Machine Learning and Programming 2	N/A	In-Person	In-Person	N/A
BIA 5450	Capstone Course	N/A	In-Person	In-Person	N/A
BUS 5003	Project Management	N/A	In-Person	In-Person	N/A
WORK 5550	Field Experience - Business Insights and Analytics	N/A	Online (S)	Online (S)	N/A

Delivery Type by Location

Course Code

Course Name

North

Lakeshore

Downtown

DL/Online

Semester 1

BIA 5000

Introduction to Business Insights and Analytics

N/A

In-Person

N/A

BIA 5001

Introduction to Statistical Software Languages for Business Insights and Analytics

N/A

In-Person

N/A

BIA 5002

Introduction to Database and SQL

N/A

In-Person

N/A

BUS 5100

Canadian Business and Industry

N/A

In-Person

N/A

RSMT 5004

Quantitative Research Methods and Analysis

N/A

Select 1 from the following courses

BIAO

Bus. Analytics - Ops Elective

N/A

TBD

N/A

Semester 2

ACCT 5507

Managerial Accounting and Finance

N/A

Online (S)

BIA 5201

Data Analytics Tools 1

N/A

In-Person

N/A

BIA 5203

Big Data 1

N/A

In-Person

N/A

BIA 5204

Database Management and Reporting

N/A

WORK 5450

Career Development

N/A

Online (S)

Select 1 from the following courses

BIAO

Bus. Analytics - Ops Elective

N/A

TBD

N/A

Semester 3

BIA 5200

Governance & Ethics in Data Analytics

N/A

In-Person

N/A

BIA 5300

Predictive Analytics

N/A

In-Person

N/A

BIA 5301

Data Analytics Tools 2

N/A

In-Person

N/A

BIA 5302

Machine Learning and Programming 1

N/A

In-Person

N/A

BIA 5303

Big Data 2

N/A

In-Person

N/A

Select 1 from the following courses

BIAO

Bus. Analytics - Ops Elective

N/A

TBD

N/A

Semester 4

BIA 5400

Communication & Data Visualization

N/A

In-Person

N/A

BIA 5401

Business Intelligence

N/A

In-Person

N/A

BIA 5402

Machine Learning and Programming 2

N/A

In-Person

N/A

BIA 5450

Capstone Course

N/A

In-Person

N/A

BUS 5003

Project Management

N/A

In-Person

N/A

WORK 5550

Field Experience - Business Insights and Analytics

N/A

Online (S)

N/A

Work-Integrated Learning

Get the hands-on skills that industry demands with a 220-hour (minimum) field placement that will give you the opportunity to apply what you have learned in the classroom to the real world. Students initiate the field experience with the aid of faculty, targeting companies in the Greater Toronto Area. Field experiences may be completed on a part-time basis throughout the academic year, or full time during the term immediately following the program.

Humber Advantages

Read More about the program's Rapid Growth

Learn about the Humber Data Analytics Club

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Business Insights and Analytics Program Sees Rapid Growth in Enrolment

Humber’s Business Insights and Analytics (BIA) graduate certificate program provides students with practical, in-demand skills in business and is growing in demand.

Humber Data Analytics Club – A Valuable Advantage for Students

The Humber Data Analytics Club is a student-led community that helps students develop industry-relevant skills in data analytics through networking events, workshops, and hands-on projects. Originally launched as a Power BI training initiative, the club has grown into a thriving hub for collaboration and career development.

Why Join?

Skill Development – Gain expertise in analytics tools like Power BI, Python, and SQL.
Networking Opportunities – Connect with professionals, alumni, and industry leaders.
Real-World Experience – Work on projects that bridge the gap between academics and industry needs.
Career Growth – Learn from experts and enhance your job readiness.

Your Career

For graduates with advanced skills in analytics, there are many career opportunities across many industries. Job titles commonly used to describe professionals in this field are:

analytics and insights consultant
business analytics specialist
data analytics manager
digital strategist
data visualization specialist
marketing analyst
operations analytics director
web analytics associate
workforce management analyst

A sampling of the industries and sectors that employ analytics professionals includes:

advertising and communications
banking, finance, investment and insurance
health care/pharmacare
human resources
manufacturing
marketing and sales
retailing, wholesaling and supply chain
transportation and logistics

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Program Availability

Start dates between Sept 2025 - Aug 2026

START	DELIVERY	LOCATION	STATUS
Jan 2026	Block-Based	Lakeshore	Open
May 2026	Block-Based	Lakeshore	Open

Start dates between Sept 2026 - Aug 2027

START	DELIVERY	LOCATION	STATUS
Sep 2026	Block-Based	Lakeshore	Open
Jan 2027	Block-Based	Lakeshore	Open

Start dates between Sept 2025 - Aug 2026

START	DELIVERY	LOCATION	STATUS
Jan 2026	Block-Based	Lakeshore	Open
May 2026	Block-Based	Lakeshore	Open

Start dates between Sept 2026 - Aug 2027

START	DELIVERY	LOCATION	STATUS
Sep 2026	Block-Based	Lakeshore	Open
Jan 2027	Block-Based	Lakeshore	Opening Soon

Humber is a publicly funded institution. International students graduating from a PGWP Eligible program at Humber are eligible to apply for a Post-Graduation Work Permit.

International students in Canada could be eligible for an automatic scholarship*.  Apply now!

Check out the step-by-step Admissions Road Map for helpful information and additional resources.

Start dates between Sept 2025 - Aug 2026

START	DELIVERY	LOCATION	STATUS
Jan 2026	Block-Based	Lakeshore	Open
May 2026	Block-Based	Lakeshore	Open

Start dates between Sept 2026 - Aug 2027

START	DELIVERY	LOCATION	STATUS
Sep 2026	Block-Based	Lakeshore	Open
Jan 2027	Block-Based	Lakeshore	Opening Soon

Humber is a publicly funded institution. International students graduating from a PGWP Eligible program at Humber are eligible to apply for a Post-Graduation Work Permit.

International applicants outside of Canada can apply through Humber International. Check out the step-by-step Admissions Road Map for helpful information and additional resources.

Humber Bonus Offers

Enter for a chance to WIN $5,000* Tuition Winter Start Prize Pack Contest Summer Start Apple Prize Pack Contest

Upcoming Recruitment Events

Book A Tour Sign Up for Upcoming Events

News Feed

See More News

Business Insights and Analytics Professor Authors First Canadian Career Management Textbook

Mon, December 08, 2025

Business Insights and Analytics Professor Nataliya Korchagina has authored the first career management textbook designed for the Canadian context.

Empowering Data Talent: Databricks Workshop Brings Real-World Analytics to the Classroom

Tue, November 04, 2025

Databricks Inc. delivered an interactive workshop for students in the Business Insights and Analytics (BIA) and Data Analytics postgraduate programs.

From Classroom to Consensus: Humber BIA Student Wins $10k at Global Hackathon

Fri, June 06, 2025

In a demonstration of innovation, Business Insights and Analytics student Shyamal secured second place at the EasyA x Aptos Hackathon.

No news at this time.

Every attempt is made to ensure that information contained on this website is current and accurate. Humber Polytechnic reserves the right to correct any error or omission, modify or cancel any course, program, fee, timetable or campus location at any time without prior notice or liability to users or any other Person.

GET YOUR $125 APPLICATION FEE BACK^*

Apply On Us This September!

Apply through OCAS between June 14 - July 19, 2024 and be registered full-time on Tuesday, September 17, 2024 and receive a $125 credit equal to the domestic application fee.

To qualify, get started by filling out the APPLY ON US form.

*This promotion is open to domestic applications for the September 2024 program intakes only. Offer not valid for existing applicants or applications.

International Students with a valid Study Permit or Letter of Introduction (LOI)* can receive a Waiver Code to cover the $100 September 2024 application fee.

Bringing You Our A-Game

A Humber education is second to none, benefit from:

How to Apply

Domestic Students

Applications to Humber are made through ontariocolleges.ca. Be sure to submit your application by July 15, 2024 to receive your Application Fee Credit. Applications for September will remain open as long as the program availability status shows Open.

To check program availability refer to the Campus/Availability listing on Humber’s program pages, search by availability, or ontariocolleges.ca.

To see where you are in the admissions process, visit the Admissions Road Map.

International Students

If you’re an international student, you can apply directly to Humber via our International Centre.

Contact Us

Admissions Questions

General Enquiries

Call 416-675-3111 or fill out the Humber Contact Form. If you have already applied, be sure to check your application status on myhumber.ca.

Domestic Applicants Enquiries

Domestic applicants can book a one-on-one advising appointment with an admissions representative.

International Applicants Enquiries

Contact the International Centre for information about full-time programs (including the International Graduate School), how to apply and to follow up on your submitted application.

Program-Specific Questions

Speak to the program co-ordinator about the course curriculum, projects and career options.

Omar Wahdan, program co-ordinator
437.565.1608
omar.wahdan@humber.ca

Campus Information

Book a campus tour to take a closer look at what it's like to be a student at Humber.

Want More Info?

Find out more about the student experience and everything that Humber has to offer Future Students.

for more info on Humber, including programs, special events and more!

How To Become An Apprentice

Becoming an Apprentice

Find an employer willing to sponsor you as an apprentice.

Contact the Ministry of Labour, Immigration, Training and Skills Development to register as an apprentice.

Work with your employer approximately one year before attending Humber.

View Instructions

Ontario Youth Apprenticeship Program (OYAP)

If you’re in high school – grade 11 or 12 – you can earn co-op education credits through work placements in some skilled trades.

Visit OYAP

How to Apply

Domestic Students

Applications are made through ontariocolleges.ca. We assess applications based upon various factors which may include: the date of your application, the competitiveness of the program, your academic history, additional requirements (if applicable) and the program availability.

To check program availability refer to the Campus/Availability listing on Humber’s program pages, search by availability, or ontariocolleges.ca.

To see where you are in the admissions process, visit the Admissions Road Map.

International Students

If you’re an international student, you can apply directly to Humber via our International Centre.

Need Advice?

Program Advising Appointments

Get help narrowing down your program options or book a one-on-one pre-enrolment advising appointment with one of our Recruitment Officers.

Transfer & Pathway Advising

Book a virtual appointment with a Student Mobility Advisor learn more about getting Transfer Credit(s) for previous post-secondary experience, Prior Learning Assessment and Recognition (PLAR), and Pathways options.

Admission Requirements

Admission selection is based on the academic criteria indicated. Meeting minimum eligibility requirements does not guarantee admission.

Admission selection is based on the following three requirements:

Academic

To be eligible for admission, you must possess the following:
- A bachelor’s degree or equivalent, from any discipline (business, statistics/mathematics, or computer programming is highly recommended),
OR
- An advanced diploma, diploma or equivalent, in a related field (business, statistics/mathematics, or computer programming)
Mature Applicants

Diplomas and Certificates

An applicant is considered a mature applicant if they have not completed secondary school or other postsecondary school, and will be 19 or older as of the first day of classes. Humber will invite you for testing to demonstrate that you meet all listed course requirements.

Degrees

An applicant is considered a mature applicant if they have not completed secondary school or attended postsecondary studies, and will be 21 or older as of the first day of classes. Mature applicants for degree programs will be required to meet course requirements at the U/M level or equivalent.

College Transfer Applicants

Diplomas and Certificates

An applicant is considered a college transfer applicant if they have completed some or all of a college-level credential. Humber may use a combination of secondary school and/or college courses and grades to determine program eligibility.

Degrees

An applicant is considered a college transfer applicant if they have completed some or all of a college-level credential. Humber may use a combination of secondary school and/or college courses and grades to determine program eligibility. Applicants must have an overall minimum grade point average (GPA) of 65 per cent in the program. Applicants are required to disclose and provide academic transcripts for all course work completed at the postsecondary level.

University Transfer Applicants

Diplomas and Certificates

An applicant is considered a university transfer applicant if they have completed some or all of a university-level credential. Humber may use a combination of secondary school and/or university courses and grades to determine program eligibility.

Degrees

An applicant is considered a university transfer applicant if they have completed some or all of a university-level credential. Humber may use a combination of secondary school and/or university courses and grades to determine program eligibility. Applicants are required to disclose and provide academic transcripts for all course work completed at the postsecondary level.
English Language Proficiency

All applicants whose first language is not English must meet Humber’s English Language Proficiency Policy.
International Credit Evaluation

Canadian citizens or permanent residents with international education are required to provide a credential evaluation. Note, for international High school education course by course evaluations, ICAS must be used. For international post-secondary education, a WES evaluation must be provided. In situations where you expect to apply for transfer credit, it is recommended that a course by course WES evaluation is completed.

International Academic Equivalency

Admission equivalencies for Humber depend on your country of study. Please enter your location or choose detect my location to see the requirements for your country below.

Applying with an International Baccalaureate (IB)

●If you require English language support, please consider the English for Academic Purposes program.

Equipment & Device Requirements

Semester 1

Details and Specifications	Minimum Specifications	Recommended Specifications
Processor	Intel i5-8300H (PC) 4-core or higher 64bit (Mac)	Intel i7-9750H+ or higher
OS	Windows 10 (PC) OS 10.15 (Mac)	Windows 10 (PC) OS 10.15 (Mac)
Memory	8GB of RAM	32GB of RAM
Storage	256GB SSD	512GB SSD
Monitor	Laptop computer (not a notebook such as a Chromebook or a tablet) recently purchased; last 18 months	Laptop computer (not a notebook such as a Chromebook or a tablet) recently purchased; last 18 months
Other	Wireless 802.11 b/g/n/ac, Built-in microphone and webcam	Wireless 802.11 b/g/n/ac, Built-in microphone and webcam. Built-in Ethernet port (strongly recommended), Long battery life (strongly recommended)

Program-Specific Questions

Speak to the program co-ordinator about the course curriculum, projects and career options.

Omar Wahdan, program co-ordinator
437.565.1608
omar.wahdan@humber.ca

Fees & Financial Aid

The 2025/2026 fee for two semesters was:

domestic: $5,815.14
international: $23,106.18

Fees are subject to change.

Fees by Semester

Semester 1	2025-2026 Fees
Tuition	$2,227.60
Compulsory Ancillary Fee	$474.72
Compulsory Student Union Fee	$88.60
IGNITE Health and Dental Insurance Fee	$116.65
Enhanced Student Experience Fee (Optional)	$0.00
Program Ancillary Fee	$0.00
Co-op/Placement	$0.00
Total	$2,907.57

Semester 2	2025-2026 Fees
Tuition	$2,227.60
Compulsory Ancillary Fee	$474.72
Compulsory Student Union Fee	$88.60
IGNITE Health and Dental Insurance Fee	$116.65
Enhanced Student Experience Fee (Optional)	$0.00
Program Ancillary Fee	$0.00
Co-op/Placement	$0.00
Total	$2,907.57

Semester 3	2025-2026 Fees
Tuition	$2,227.60
Compulsory Ancillary Fee	$474.72
Compulsory Student Union Fee	$88.60
IGNITE Health and Dental Insurance Fee	$116.65
Enhanced Student Experience Fee (Optional)	$0.00
Program Ancillary Fee	$0.00
Co-op/Placement	$0.00
Total	$2,907.57

Semester 4	2025-2026 Fees
Tuition	$2,227.60
Compulsory Ancillary Fee	$474.72
Compulsory Student Union Fee	$88.60
IGNITE Health and Dental Insurance Fee	$116.65
Enhanced Student Experience Fee (Optional)	$0.00
Program Ancillary Fee	$0.00
Co-op/Placement	$0.00
Total	$2,907.57

Domestic Fees International Fees

International Fees by Semester

Semester 1	2025-2026 Fees
Tuition	$10,873.12
Compulsory Ancillary Fee	$474.72
Compulsory Student Union Fee	$88.60
IGNITE Health and Dental Insurance Fee	$116.65
Enhanced Student Experience Fee (Optional)	$0.00
Program Ancillary Fee	$0.00
Co-op/Placement	$0.00
Total	$11,553.09

Semester 2	2025-2026 Fees
Tuition	$10,873.12
Compulsory Ancillary Fee	$474.72
Compulsory Student Union Fee	$88.60
IGNITE Health and Dental Insurance Fee	$116.65
Enhanced Student Experience Fee (Optional)	$0.00
Program Ancillary Fee	$0.00
Co-op/Placement	$0.00
Total	$11,553.09

Semester 3	2025-2026 Fees
Tuition	$10,873.12
Compulsory Ancillary Fee	$474.72
Compulsory Student Union Fee	$88.60
IGNITE Health and Dental Insurance Fee	$116.65
Enhanced Student Experience Fee (Optional)	$0.00
Program Ancillary Fee	$0.00
Co-op/Placement	$0.00
Total	$11,553.09

Semester 4	2025-2026 Fees
Tuition	$10,873.12
Compulsory Ancillary Fee	$474.72
Compulsory Student Union Fee	$88.60
IGNITE Health and Dental Insurance Fee	$116.65
Enhanced Student Experience Fee (Optional)	$0.00
Program Ancillary Fee	$0.00
Co-op/Placement	$0.00
Total	$11,553.09

*Plus Mandatory Health Insurance fee once per academic year: Fall start - $418.15 Winter start - $418.15 Summer start - $207.26

Additional Costs

See Equipment & Devices Requirements for necessary equipment. Students are responsible for equipment costs.

Note: An additional registration fee of $440 applies to placements completed after the final semester of this program.

Financial Aid, Scholarships and Bursaries

Understand the costs associated with coming to Humber and explore resources available from first year to your final year on Student Fees and Financial Resources.

Scholarships

Humber Scholarships

Find out more about scholarships and bursaries that you may be eligible for, visit Student Scholarships. International students can visit International Student Scholarships.

Humber Bursaries

Bursaries are available for Certificate, Diploma and Degree programs primarily based on financial need, visit Humber Bursaries.

External Awards, Bursaries & Scholarships

Find out more information about external scholarships and bursaries, visit External Awards.

Indigenous Student Awards, Bursaries & Scholarships

Humber offers a variety of bursaries and scholarships for Indigenous students, visit Indigenous Student Awards.

Business Insights and Analytics

Program Overview

Courses

Work-Integrated Learning

Work-Integrated Learning (WIL) at Humber

Work-Integrated Learning

Field Experience

Professional Practicum

Co-operative Education

Optional Co-operative Education

Humber Advantages

Business Insights and Analytics Program Sees Rapid Growth in Enrolment

Humber Data Analytics Club – A Valuable Advantage for Students

Your Career

Related Programs

Humber Bonus Offers

Upcoming Recruitment Events

News Feed

GET YOUR $125 APPLICATION FEE BACK*

Apply On Us This September!

Bringing You Our A-Game

How to Apply

Domestic Students

International Students

Contact Us

Admissions Questions

General Enquiries

Domestic Applicants Enquiries

International Applicants Enquiries

Program-Specific Questions

Campus Information

Want More Info?

How To Become An Apprentice

Becoming an Apprentice

Ontario Youth Apprenticeship Program (OYAP)

How to Apply

Domestic Students

International Students

Need Advice?

Program Advising Appointments

Transfer & Pathway Advising

Admission Requirements

Academic

Mature Applicants

Diplomas and Certificates

Degrees

College Transfer Applicants

Diplomas and Certificates

Degrees

University Transfer Applicants

Diplomas and Certificates

Degrees

English Language Proficiency

International Credit Evaluation

International Academic Equivalency

Post-Admission Requirements

Equipment & Device Requirements

Program-Specific Questions

Fees & Financial Aid

Domestic Fees by Semester

International Fees by Semester

Additional Costs

Financial Aid, Scholarships and Bursaries

Scholarships

Humber Scholarships

Humber Bursaries

External Awards, Bursaries & Scholarships

Indigenous Student Awards, Bursaries & Scholarships

Explore Opportunities through Humber Pathways

GET YOUR $125 APPLICATION FEE BACK^*