Postgraduate Diploma in Predictive Analytics

at The University of Winnipeg Canada

he 4-Year BA allows flexibility of choice for students who want to sample a wide variety of courses; to develop a stronger understanding of language, literature, and culture; and to strengthen their reading and writing skills and their powers of critical thinking. This degree provides knowledge and practical skills that are assets in everyday life and in almost any career. Critical readers and writers are required in professions such as law, public service, business, medicine and politics. More directly, the study of English can lead to careers in teaching or careers that involve writing, such as news reporting, publishing, business advertising, and public relations.

Because this program offers much freedom of choice, it is important for students to think carefully about their interests and goals when choosing courses. For Degree requirements see the Course Calendar.  For assistance in creating a coherent, valuable program, students should also consult a Department advisor

Stay ahead of the competition with this cutting-edge applied program focused on harnessing big data for smart business decisions that optimize competitive and social benefits within an organization. Graduates of this program master a range of analytical models to become strategic leaders in any industry. +

Objectives & Outcomes:-
The use of large volumes of data to forecast and predict human behaviour, business, and socio-economic outcomes has accelerated rapidly in recent years. This program builds foundational skills in data science with a specialization on the use of predictive models to forecast outcomes. Students will learn to apply data science and predictive modelling to provide insights, predictions, and operationalize the use of data for competitive and social benefits within an organization.

Are you interested in obtaining an education organized around questions of social justice, global citizenship and human rights? Consider our new major in Human Rights – the only one of its kind in Western Canada. Through this multidisciplinary program, you will have an opportunity to explore issues of human rights in a context defined by globalization. This major is offered through Global College.

Stream C is a joint program offered by the University of Winnipeg (UW) and Red River College (RRC) or the Université de St. Boniface (USB). By combining the resources of both UW and either RRC or USB, students are able to earn both a two-year diploma in Early Childhood Education (ECE) and a three-year Bachelor of Arts degree in Developmental Studies (Child Development and Child Care) in a four-year period of full-time study. Graduates of this stream are eligible for the highest classification: Early Childhood Education (ECE) III from the Manitoba Department of Families (Early Learning and Child Care Program). The UW offers the only degree-granting professional program in Early Childhood Education in Manitoba.

Stream C prepares graduates for a variety of positions, including child-care specialists who function as centre directors, supervisors and early childhood educators; and staff specializing in programs for the developmentally delayed and care for children with additional learning needs

The field of finance has its roots in the discipline of economics and business. This program will provide students with the conceptual tools to understand a number of issues from modern finance theory and applications. The program will provide students with a solid understanding of the operation of capital markets and capital market instruments, including equities, fixed income securities, as well futures markets, options and other derivatives. The program will provide students with an in-depth understanding of topics in modern finance and financial economics as it relates to the capital structure of firms and how these financial instruments affect the overall operation of modern financial systems.

Students have the option of pursuing a BA in Economics and Finance or a BBA in Economics in Finance.

• Read a brief description of the program on our Economics and Finance (EFIN) program factsheet
• For more detailed information please consult the Economics and Finance (EFIN) course calendar

Biology is a broad discipline, which includes the subject areas of botany, zoology, microbiology, cell biology, ecology, and genetics. It examines all life forms from the simple to the complex, and is an ideal partner to study in chemistry, physics, and mathematics. If you have an aptitude for science and possess a keen desire to understand the living world, you will find the study of biology very rewarding.

At The University of Winnipeg, we teach a wide range of courses and offer active research programs in botany ecology, forest ecology, mosquito biology, evolutionary genetics, molecular biology, evolutionary physiology, soil microbiology and remediation, limnology, bioinformatics, genomics, dendrochronology, behavioural biology of birds, effects of UV radiation on the environment, and cell biology.

Biology can be explored in several different programs of study at The University of Winnipeg which can lead to a Bachelor of Science degree (3-year, 4-year, or Honours).

In the broadest sense, sociology is the study of human interactions and inter-relations, their conditions and consequences

By utilizing a combination of theory, research, and lived experience, sociologists explore human behaviour as it occurs over time and across cultures. They ask questions such as: Why is there poverty? Is there a relationship between delinquency and social class? How do immigrants manage new and diverse experiences? What effect will an aging population have on society? How can class, sex, gender, age, and ethnicity be understood as part of social life?

In The University of Winnipeg's Sociology programme, you will investigate and analyze how various groups and organizations are structured, their purposes, and how they function. You will study how and why they change, and the effects of these changes on society.

The currency, variety, and depth of courses in this discipline allow students to develop a sound understanding of how the social world works, and how this knowledge can be applied to a diversity of pursuits.

The Sociology Department offers 3-year BA, 4-year BA, and Honours degree programmes plus a Minor and Research Methods Certificate. A student whose Major lies in a different area may still study Sociology as an elective. Courses in Sociology complement such areas as Politics, History, Psychology, Education, Criminal Justice, Women's and Gender Studies, and Environmental Studies. Some interdisciplinary majors also require certain Sociology courses as part of their programmes.

An undergraduate degree in Sociology enables one to pursue a variety of vocations in areas such as social welfare, criminal justice, government, research, industrial relations, and administration. Provincial and federal government offices hire a large number of persons with a Sociology background. For those who wish to proceed to studies at the graduate level, a career in university teaching and research is also an option.

For more information on course offerings, degrees, and programme development, consult the Academic Calendar Information section on this web site.

French Studies offers 3 different undergraduate Major degree programs (a 3-year Bachelor of Arts,  a 4-year Bachelor of Arts and an Honours Bachelor of Arts), as well as an undergraduate Minor degree program. Below are highlights of each program. For information regarding General Degree Requirements or for more details about the French Studies degree programs, please consult the Academic Calendar.

The Health Informatics (HI) major provides students with more focused courses in Health information needs, infrastructure, standards, and jurisdiction. This stream has been designed in close cooperation with Manitoba e-Health. Sample courses include:

• Principles in Information Systems (Health Centric)
• Health Information Systems
• Health Internship
• Applications of Database Systems
• Introduction to Internet Programming

Be on the cutting edge of innovation with a diploma in AI and machine learning. Artificial intelligence and machine learning is a branch of data science growing at full speed. We see the application of artificial intelligence in our daily lives, from checking the weather forecast to social media feeds, from banking and finance to healthcare, amongst others.

In this program, graduates master the skills to create and use problem-solving algorithms to provide insights, predictions, and operationalization strategies needed to transform any organization into an innovative, efficient, and sustainable company of the future.

OBJECTIVES & OUTCOMES
The use of artificial intelligence is common place on devices ranging from personal smartphones to large industrial equipment. From simple algorithms to complex decision making, this program ensures that graduates have a firm, applied knowledge of artificial intelligence and machine learning.  While the curriculum and learning outcomes include establishing a general understanding of the theories underlying AI, greater emphasis is placed on the application of these techniques in a practical setting.

Successful graduates of this program shall be able to:

• Design and implement data acquisition, management, and cleansing solutions to support data science applications;
• Use statistical techniques in the development of data science applications;
• Describe legal, ethical, and societal considerations arising from the application of data science and artificial intelligence;
• Identify suitable applications and recommend the use of AI within an organization;
• Design the overall solution architecture required to support AI; and
• Design, test, and implement applied AI solutions.