Schulich MMAI/MBAN Viewbook 2023

Schulich School of Business

Master of Business Analytics

MBANMMAI

Master of Management in Artificial Intelligence

Earn the credentials you need for the career you want, with a highly specialized Masters program.

MMAI

MASTER OF MANAGEMENT IN ARTIFICIAL INTELLIGENCE

Learn to develop, evaluate, refine and implement AI-related applications and technologies for business.

MBAN

MASTER OF BUSINESS ANALYTICS

Become an expert and gain a competitive advantage in the booming field of Big Data.

ADDITIONAL MASTERS PROGRAMS AT SCHULICH

MAcc

MASTER OF ACCOUNTING

Position yourself for a challenging career in accounting with the CPA-Accredited MAcc, an intensive program that prepares graduates to write the Common Final Examination upon graduation.

MF

MASTER OF FINANCE

Gain access to a career in investment banking, risk or asset management and cover a significant portion of the CFA body of knowledge.

MMgt

MASTER OF MANAGEMENT

Build your knowledge of the major disciplines of management with this unique program designed for high-achieving graduates from non-business backgrounds.

MMKG

MASTER OF MARKETING

Equip yourself for the dynamic world of marketing as you master state-of-the-art tools and grow your literacy in analytics, advertising and consumer behaviour.

MREI

MASTER OF REAL ESTATE & INFRASTRUCTURE

Build your career on a solid foundation with this specialized program for leaders, entrepreneurs and city builders in both real estate and infrastructure.

MSCM

MASTER OF SUPPLY CHAIN MANAGEMENT

Develop the analytical and managerial skills needed to design creative supply chain solutions in this rigorous, experiential program offered both full- or part-time.

On the cover: Tina Yao (MMAI ’20)

Data Science Analyst, Sobeys

Shape Your Future

Today’s global business landscape is complex, disruptive and increasingly digital. Managing effectively requires deep specialized knowledge, team building and leadership skills, and the ability to think creatively. It also requires resiliency, adaptability and the capacity to work in diverse environments. And it requires ethical business leaders with the skills and courage to tackle the social, economic and environmental challenges facing business today.

At the Schulich School of Business, we have developed eight distinct specialized Masters programs that will equip you to thrive in a fast-changing and exciting business world. Our Masters degrees are designed to deliver in-depth functional and industry knowledge, strengthen your technical expertise and give you a clearly defined career advantage.

Acquire the very latest in management learning and practice in one of the industries where we are global leaders, including marketing, business analytics, real estate and infrastructure, supply chains and artificial intelligence.

Find your pathway to success and achieve your career objectives with a specialized Schulich Masters degree.

Detlev Zwick, PhD Dean & Tanna H. Schulich Chair in Digital Marketing Strategy

Schulich School of Business

Canada’s Top-Ranked Business School

Global Reach. Innovative Programs. Diverse Perspectives.

Schulich MBA: #1 IN CANADA (Forbes,CorporateKnights,CNNExpansión) #4 IN THE WORLD (CorporateKnights)

TOP 25 IN THE WORLD for careers in Finance, Marketing & Operations Management (QSTopMBA)

Kellogg-Schulich Executive MBA: #1 IN CANADA (QSTopMBA) #7 IN THE WORLD (QSTopMBAJointProgrammes)

Global Reach. Innovative Programs. Diverse Perspectives.

THE FUTURE IS BRIGHT FOR INNOVATION

The velocity with which data is being captured and the momentum with which technology is being curated make this a revolutionary time for business.

MMAI

Master of Management in Artificial Intelligence

DESIGNED FOR INNOVATORS AND AI VISIONARIES

Artificial Intelligence (AI) is undergoing a revolutionary expansion, transforming the private and public sectors. As organizations adopt and invest in AI technology, there is a growing demand for an innovative new generation of scientists, designers and architects of AI business solutions.

The 12-month Master of Management in Artificial Intelligence (MMAI) will train you to develop, evaluate, refine and implement AI-related applications and technologies. The immersive curriculum offers a technical foundation in AI fundamentals like natural language processing, numerical analysis, algorithms and modelling, paired with core business skills.

ARTIFICIAL INTELLIGENCE CONSULTING PROJECT

The MMAI delivers a uniquely experiential learning environment, with hands-on instruction in modelling, visualization, data processing and cloud computing.

Examine a critically evolving technological and ethical landscape as you confront emerging moral topics in AI. Delve into relevant discussions around algorithmic bias, data privacy and intelligent agent autonomy.

During the capstone Artificial Intelligence Consulting Project (AICP), apply your learning as you work with a team in the Deloitte Cognitive Analytics & Visualization Lab to solve a significant business problem for a client organization. Use emerging technologies like deep learning and natural language processing to predict, automate and analyze data, deriving insights to effectively design your solution.

PREPARE FOR A CAREER IN AI

The MMAI will produce creative problem-solvers equipped to leverage AI in business, non-profit, governmental or start-up organizations. Graduates will possess a competitive combination of management skills, technical expertise and an ethical framework required to execute solutions to business challenges, and will be equipped with the skills to advance to leadership roles in the future.

Career support is embedded throughout the MMAI program journey, with structured training in areas like personal branding and case interview preparation, as well as industry workshops and events.

OPPORTUNITIES POST-DEGREE

Graduates from the MMAI program may be eligible for up to one term of advanced standing in the Schulich MBA.

FULL-TIME

START DATE

May* COMPLETION 12 months

Recognized by the Vector Institute as a core technical program, students admitted to the Schulich MMAI program may be eligible for Vector Scholarships of up to $17,500.00.

For more information, visit: vectorinstitute.ai/aimasters

PROFESSOR JULIAN SCOTT YEOMANS

“The MBAN and MMAI programs aim to produce well-rounded managerial leaders who can leverage their knowledge of an organization’s processes with insights gained from advanced analytical techniques, software, data visualization, and presentation tools to extract true value from available business data. The demand for such business professionals, who can harvest real-world intelligence from digital information, continues to grow exponentially.” PROFESSOR YEOMANS

Equip yourself to lead in an era of innovation that is changing our world.

SCHOLARSHIPS

BAdmin & BSc (Regina); MASc (Toronto); PhD (McMaster)

Program Director, Master of Management in Artificial Intelligence; Program Director, Master of Business Analytics; Professor of Operations Management and Information Systems

* Pending Senate approval.

“ The Schulich Master of Management in Artificial Intelligence provides the range of leading edge tools to fill the gap between business needs and AI.”

RICARDO LUHM (MMAI ’21) Data Scientist, Manulife

The 12-month Master of Management in Artificial Intelligence delivers a unique experiential learning environment, with hands-on instruction in modelling, visualization, data processing and cloud computing. Foundational business courses and embedded career support equip students to become better problem solvers and leaders.

TERM 2: FALL

Course Work:

• Business Applications of Artificial Intelligence I

• Predictive Modelling

• Natural Language Processing

• Applications of Neural Networks and Deep Learning in Business

• AI Consulting Project

Course Work:

• Business Applications of Artificial Intelligence II

• Algorithms for Business Analysis

• Visual Analytics and Modelling

• Ethics and Societal Implications of Artificial Intelligence

• AI Consulting Project

Artificial Intelligence Consulting Project (AICP) (6.00 credits)

Over two terms, students will work in groups to undertake a comprehensive artificial intelligence (AI) project for an organization and provide business insights to enhance the site’s success. At the conclusion of the project, students present their work to a panel of industry experts, the course director, and the client site.

MMAI Specialized Career Activities Scheduled throughout the academic year during designated time periods.

Just-in-time recruiting

Global Reach.

Programs.

Graduation: June Convocation Career Ready!

Perspectives.

TERM 3: WINTER

MBAN Master of Business Analytics

IN DEMAND

In an age of beacon technology, real-time bidding models and consumer-centric purchase pathways, data analysis has become one of the most highly sought skills in the competitive business landscape.

Take the opportunity to meet this growing demand: build a career deciphering Big Data with the Schulich Master of Business Analytics (MBAN).

CURRICULUM HIGHLIGHTS

In just 12 months, this intensive program provides you with a combination of technical expertise and effective communication skills. The curriculum pairs core courses in predictive modelling and programming with business fundamentals such as Case Analysis and Presentation Skills. Explore the wider contextual implications of unprecedented data collection on governance and privacy.

EXPLORE UNPRECEDENTED OPPORTUNITY IN AN EMERGING FIELD

The MBAN is uniquely applicable to a wide array of industries. Employers across financial services, consulting, pharmaceuticals and retail alike seek specialized professionals to analyze Big Data and create measurable value.

MBAN students fill the gap readily. Graduates of the program go on to excel in functional roles that drive key business decisions, finding success as Forecasting Analysts, Business Intelligence Managers, Customer Analytics Leads, Data Scientists, and Consultants.

FULL-TIME

START DATE

May COMPLETION

12 months

ANALYTICS CONSULTING PROJECT

The capstone of the MBAN is the Analytics Consulting Project (ACP), in which you deepen your understanding of the subject matter and methodologies, as well as acquire experience with hands-on, problem-driven research and application. Working in teams over eight months, you’ll develop meaningful insights to enhance an organization’s success.

Students benefit from access to industry leaders, mentorship opportunities, and early employment offers from leading corporations including Deloitte, KPMG, Labatt, Bell Media and Scotiabank.

OPPORTUNITIES POST-DEGREE

Graduates of the MBAN program may be eligible for up to one term of advanced standing in the Schulich MBA.

8 Schulich School of Business | MMAI | MBAN | 2023 SCHOLARSHIPS

Recognized by the Vector Institute as a core technical program, students admitted to the Schulich MBAN program may be eligible for Vector Scholarships of up to $17,500.00. For more information, visit: vectorinstitute.ai/aimasters

Gain the tools and techniques to become an expert in the booming field of Big Data.

“

The MBAN curriculum offers a balance between business fundamentals and a deep dive into quantitative skills and analytics. The program complements my IT background, and has taught me how to holistically approach problems using data.”

REVTHI JAYARAJAN PALANGAT (MBAN ’20) Associate Consultant, Data & Analytics, Slalom 2019 winner, Vector Scholarship

Global Reach. Innovative Programs. Diverse Perspectives

The 12-month Master of Business Analytics prepares you for a career in a dynamic high-demand field. The Schulich MBAN will equip you to competitively enter the workforce with its rigorous curriculum and wide array of activities to support your personal, academic and professional development.

TERM 2: FALL

Course Work:

• Data Science II

• Predictive Modelling

• Models & Applications in Operational Research

• Elective I: MBAN or MBA elective

• Analytics Consulting Project

TERM 3: WINTER

Course Work:

• Elective II: MBAN or MBA elective

• Elective III: MBAN or MBA elective

• Visual Analytics and Modelling

• Ethics and Societal Implications of Artificial Intelligence

• Analytics Consulting Project

Analytics Consulting Project (ACP) (6.00 credits)

The capstone of the MBAN program

Students spend two terms completing a “real world”, problem-based analytics project leading to recommendations and appropriately applicable business solutions. By directly interfacing with a sponsoring industry partner, the project leads to the acquisition of technical, managerial, and organizational expertise.

Graduation: June Convocation

MBAN Specialized Career Activities

Scheduled throughout the academic year during designated time periods.

Just-in-time recruiting

Career Ready!

Global Reach.

Programs. Diverse Perspectives.

The Deloitte Cognitive Analytics & Visualization Lab, Schulich School of Business Elevating Data Analytics and AI in Canada

Launched as a collaboration between the Schulich School of Business, York University and Deloitte, the Deloitte Cognitive Analytics & Visualization Lab is a state-of-the-art space to study, model, code and translate big data. For more information, visit: dschulichlab.ai.

Employ the Lab’s advanced technology to uncover and communicate insights in four emerging areas:

Predictive and Prescriptive Analytics

Build predictive and prescriptive models that deliver on insight and foresight. Learn methodologies that will allow organizations to make smarter business decisions faster, disrupt the industry, and outperform the competition.

Data Visualization

Learn the invaluable skill of presenting clear and effective information as you examine principles from strategy, graphic design, psychology, communication theory and data science.

Artificial Intelligence (AI)

Find out how computers can learn from data without being explicitly programmed each step of the way. Position yourself at the leading edge of deep learning and machine learning in areas that include neural networks, probabilistic models, statistical theory and natural language processing.

Cognitive

Gain exposure to platforms that integrate technological capabilities and algorithms to create systems that interface with complex data and humans. These cognitive tools allow machines to work with data while also enabling more natural human-machine interaction.

Global Reach. Innovative Programs. Diverse Perspectives.

“ I chose the Schulich MBAN program because of its combination of technical courses and the Analytics Consulting Project which will prepare me to apply data science to challenging business problems.”

DANIEL KUR (MBAN ’20) Applied Research Scientist, ServiceNow 2019 Winner, Vector Scholarship

Student Life

Make Life-Changing Connections

Build lasting memories as part of an engaged and impressive student community. Develop your strengths, skills and interests with a host of exciting co-curricular activities.

Participate in Case Competitions

Strengthen your presentation skills and master the case method with opportunities to compete in events such as the Hult Prize, the Deloitte Data VizArt Student Challenge, and more.

Discover New Interests and Passions

Choose from over 25 student-run clubs and organizations. Network and grow within the tech industry through the Business Technology Management Association, or diversify your focus by joining other clubs based on a region, culture, industry or topic of interest.

Enjoy New Social Activities

Join a tightly knit group of students and connect through sports, social nights and community engagement. Schulich brings you a world of opportunity to expand your interests with students from an array of different backgrounds and regions.

Grad students enjoy the annual Schulympics weekend getaway.

Student entrepreneurs connect at Schulich Start-Up Night.

Schulich wins the 2019 Deloitte Data VizArt Student Challenge, a nationwide competition for data visualization, storytelling and analytics.

Our Landmark Expansion

The Rob and Cheryl McEwen Graduate Study & Research Building

Designed for Schulich graduate students, the McEwen building encourages interdisciplinary research in fields ranging from business ethics and big data, to real estate and infrastructure, and global enterprise.

A NEW HOME FOR LEARNING AND INNOVATION

The new 67,000 square-foot Rob and Cheryl McEwen Graduate Study & Research Building provides a variety of unique environments for learning, interaction, teamwork and innovation.

A HUB FOR COLLABORATION AND RESEARCH

In addition to being an interdisciplinary space for Schulich’s newest academic programs and research facilities, the building is home to the Deloitte Cognitive Analytics & Visualization Lab, as well as Schulich’s Centres of Excellence, including the Centre of Excellence in Responsible Business, the Centre for Global Enterprise, the George Weston Ltd. Centre for Sustainable Supply Chains, and the Brookfield Centre in Real Estate and Infrastructure.

A STUDENT-CENTRED SPACE

Students benefit from a variety of unique spaces to study, work and connect, including a graduate lounge, private group meeting rooms equipped with flat-screen monitors, research labs and a media production centre.

ABOUT THE FUTURE

unique technological and design

make the Rob and Cheryl McEwen Graduate Study & Research Building one of the most environmentally sustainable and socially responsible buildings in North America.

planted green roof area

landscaped open

including 3,800 m2 of planted green space

chimney

Career Development and Industry Relations

Shape Your Success

Grow your network: the MMAI and MBAN programs maintain enduring relationships with actively engaged organizations ranging from large multi-nationals to small start-ups.

Professional Development Series

Take advantage of a variety of specialized services and resources designed to support your success. These include networking events, information sessions, interviews, workshops and the publication of an MMAI/MBAN resume book.

Practitioner-Led Workshops

Participate in hands-on Analytics and Professional Development Workshops to augment your academic learning, promote your professional development, and provide access to industry experts.

Employer Networks

Benefit from access to leaders, mentorship opportunities, and early employment offers from organizations including Deloitte, Accenture, PwC, Slalom Consulting, TD Bank, RBC, CIBC, BMO, Loblaws, Air Canada, SAS Institute, Cerebri AI, and many others.

Technical Training

Gain a competitive advantage as you grow your expertise in a variety of programs and tools, including Apache Hadoop, Structured Query Language (SQL), Tableau Data Visualization and Microsoft Azure.

RAKESH JOSHI (MMAI ’20) Data Scientist, Skinopathy

To view Rakesh’s story and other MMAI alumni testimonials, visit: schulich.yorku.ca/programs/mmai

“

The Master of Management in AI at Schulich provided me with the perfect balance of technical machine learning expertise and business skills to effectively implement AI solutions.”

Global Reach. Innovative

To view Gaya’s story and other MMAI alumni testimonials, visit: schulich.yorku.ca/programs/mmai

“Mining data for insights without understanding the business impact at hand is a futile endeavour. However, Schulich’s MMAI program successfully integrates AI/ML concepts to real world business applications which has pushed me to think more holistically when solving data science problems at Pepsico Canada.”

GAYATRI (GAYA) RAJ (MMAI ’21) Data Scientist, PepsiCo

my prior

with an innovative

approach that gave me an edge in the exciting field of

Master of Business Analytics (MBAN)

Student Success Report

Key Companies

Bell CIBC City of Toronto Deloitte

Sample Roles Analyst, Advanced Analytics Business Insights Analyst Consultant, Risk Analytics

Ontario Power Generation Rogers Communications Scotiabank TD Bank

Data Engineer Manager, Fraud Analytics Senior Associate, Venture Capital Senior Data Analyst

Demographics

Global Reach.

Schulich Global Alumni Network Notable Alumni are Leading by Example

When you graduate from Schulich, you become part of one of the largest business alumni networks in Canada. Here’s a brief look at the scope of the Schulich alumni network and a sampling of those who are leading by example. Connect and benefit from access to the Schulich Global Alumni Network

UPON GRADUATION,

As

engage with alumni at events and conferences to gain key insights into the industries and careers that you’re passionate about.

Lisa Marie Chen (MBA ’11) Lead Design Strategist, IBM

Frank M. Vettese (BBA ’86, MBA ’91) Director, RBC Board Retired Managing Partner & CEO, Deloitte Canada

Build a Life and a Career

centre

Feel at Home in Canada

Our campus is enriched by international students from over

DIFFERENT COUNTRIES

the city’s

Plan Your Life, Post-Degree

A Schulich Masters gives you the option of launching a career internationally, or the opportunity to work in Canada after graduation. Upon completing your degree, you can explore Canada’s advantageous immigration pathways available to assist you in building your ideal career.

Attend sessions on work permits and permanent residence options, or book individualized advising with Schulich’s International Student Support Specialist.

International Student Support

Schulich provides in-house programs, services, and immigration support to help international students navigate the transition to Canada and plan for the future. Benefit from study permit and pre-arrival webinars, Buddy program, English language peer support, New to Canada orientation, immigration information sessions, 1:1 international student advising and social events.

The general admission requirements for the MMAI and MBAN are listed below. Meeting the minimum admission requirements does not guarantee

in each program is limited. A holistic approach is taken during the application review process and all components of the application are thoroughly reviewed. Three-year degree holders who have strong results in relevant technical courses and have a year or more of professional work experience in data intensive computing may be considered for admission.

REQUIREMENTS

GMAT/GRE

as

1: Aug.

2*: Sept.

3: Nov.

4**: Feb.

MBAN

of Business Analytics

Tuition Fees

Figures are based on the currently approved fee framework. Fees listed below include tuition and essential supplementary fees. For details on student health plans and non-essential fees, visit the York Student Financial Services website: sfs.yorku.ca/fees. Fees are subject to change.

Cost of Living

LIVING EXPENSES IN TORONTO 1 (1 Term = 4 months)

Books/Course Materials $ 750

Rent (on campus) 2 $ 5,000

Food $ 1,500

Personal Expenses $ 1,000

Health Insurance: UHIP (international students only) 3 $ 210 GSA 3 $ 170

APPROXIMATE COST PER TERM $ 8,672 4

1 Figures are approximations and intended only as a budget guide for students studying full-time. Costs are listed in Canadian dollars.

2 Off-campus housing varies in price from $1,000–$1,500 per month depending on the location and options. For on-campus accommodation visit: yorku.ca/housing.

3 Participation in the University Health Insurance Plan (UHIP) is mandatory only for international students while in Toronto. The Graduate Student Association (GSA) plan is for dental and drug coverage (mandatory for all domestic and international full-time students unless student has alternative coverage). Coverage for spouse/family is available. Health/Drug/Dental plan rates are subject to change.

4 Subtract UHIP cost for domestic student total.

Financial Aid

We welcome the opportunity to discuss ways to finance your education and the return on investment our programs offer. Visit: schulich.yorku.ca/financial-aid.

LINE OF CREDIT FOR DOMESTIC STUDENTS

Visit schulich.yorku.ca/financial-aid/loans for a list of partnered banks and preferred rates for domestic students in professional programs.

LOAN PROGRAMS

To learn more about funding opportunities for domestic and international students, please visit: schulich.yorku.ca/financial-aid/loans.

Schulich

a broad spectrum of industries. www.schulich.yorku.ca

to

LEARN MORE ABOUT THE SCHULICH EXPERIENCE

Join us for an event or information session. Register at: www.schulich.yorku.ca/events

Set up a meeting with our admissions team to discuss your profile.

Register at: www.schulich.yorku.ca/grad-inquiry

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Global Reach. Innovative Programs. Diverse Perspectives.