Postgraduate Diploma in Predictive Analytics

at The University of Winnipeg Canada

In today’s market, a Data Scientist position is the hottest job and is in high demand in private and public as well as in governmental and non-governmental sectors. Careercast.com ranked “Data Scientist” as the best career in 2019 (They rank jobs according to four core criteria: environment, income, outlook and stress.)

Our program has been designed so that students will acquire enough skills and knowledge to work in different sectors as a data scientist or data analyst. Our students will be able to have great contributions to make optimal decisions and strategies through analysing huge and unstructured data that are growing every day.

The Bachelor of Business Administration (BBA) degree offered through the Department of Business and Administration is designed for students who wish to pursue a career in business, in the private, public or non-profit sectors. We nurture socially conscience business leaders and entrepreneurs that are capable of adapting to the ever-changing needs of the modern business world.

The Business and Administration program develops critical thinking, analytic and decision-making abilities, oral and written communication skills, and the self-confidence to effectively apply these skills. Some courses in the program are taught using the case method, a simulation of real business situations from the perspective of the actual decision-maker. Computer-based simulations, experiential exercises, guest speakers, and field trips are also used to connect course material to the business world.  A new co-op work study program allows students to add career real work experience to their UW Degree.

Bachelor of Business Administration (4 years):-

The four-year BBA prepares students for managerial work and also for further study in business administration such as an MBA or other graduate degree program.  In the four-year program, you can (and many students do) elect to take a 'general stream' degree, which allows maximum flexibility for course selection. Other students elect to narrow their studies into their choice of five Areas of Concentration:

• Marketing
• International Business
• Co-operative Enterprises
• Accounting
• Human Resource Management & Organisational Behaviour

It is not unusual for students to pursue two Concentrations simultaneously (e.g., Marketing and International Business) in our four-year program.

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.

The Bachelor of Business Administration (BBA) degree offered through the Department of Business and Administration is designed for students who wish to pursue a career in business, in the private, public or non-profit sectors. We nurture socially conscious business leaders and entrepreneurs that are capable of adapting to the ever-changing needs of the modern business world.

The Business and Administration program develops critical thinking, analytic and decision-making abilities, oral and written communication skills, and the self-confidence to effectively apply these skills. Some courses in the program are taught using the case method, a simulation of real business situations from the perspective of the actual decision-maker. Computer-based simulations, experiential exercises, guest speakers, and field trips are also used to connect course material to the business world.

The three-year BBA is an excellent complement to a major or degree in another field and is intended to be readily accessible as a part of a double degree program upon completion of additional coursework.

The Bachelor of Business Administration degree offered through the Department of Business and Administration is designed for students who wish to pursue a career in business, or in the public or non-profit sectors. Our aim is to graduate socially and ethically responsible students capable of succeeding in a rapidly changing world. The Business and Administration program develops critical thinking, analytic and decision-making abilities, oral and written communication skills, and the self-confidence to effectively apply these skills.

The 4-year BBA offers a General Stream as well as four Concentration Areas: Accounting, Marketing, International Business and Human Resource Management & Organizational Behaviour. The 4-year BBA prepares students for managerial work in many industries and is a solid foundation for graduate business degree programs

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.

Political Science is the systematic study of power, authority and governance that helps us understand and engage in the important processes and institutions that structure our lives.

Whether we are conscious of it or not, politics affects our lives on a daily basis and in a vast number of ways. How we identify and think of ourselves, the activities we are permitted and encouraged to participate in, and how resources are allocated throughout society are all issues that Political Scientists study. Our Department offers a wide range of courses that examine the institutional, historical, ideological and economic aspects that frame our society. They consider such problems as relations between nation-states; the movement, cooperation and interactions of groups of people across state borders; the interactions between state and society; the nature of power and authority; and the impact of such things as political parties, interest groups, social classes and other societal organizations.

Political Science faculty members at The University of Winnipeg are committed to high quality teaching that draws on their own research expertise. We see our job as more than just teaching, but also mentoring and fostering a vibrant atmosphere of intellectual discussion and investigation. You can choose from a wide variety of courses within the following five streams: Global Politics; Political Thought; Law, Public Administration, and Public Policy; Canadian and Comparative Politics; City and Community Politics.

Democracy began in Greece. The Roman Empire rose and fell. There were extraordinary achievements in art, literature, and philosophy in both Greece and Rome. All this is highlighted by the legacies of great writers such as Plato, Sophocles, Virgil, and Cicero. Ancient history is surprisingly pervasive in today's cultures, religions, movies, literature, politics, journalism, and advertising. If you have a desire to understand our modern world, studying Classics is an ideal way to begin.

Classics is the study of Greek and Roman culture, society, and history through a variety of disciplinary approaches: archaeology, philology (the study of Latin and ancient Greek), literature, art history, social history, political history and thought, philosophy, religion and mythology.

Statisticians use their expertise in agricultural research, health care research, quality control and actuarial work. In the face of uncertainty, statisticians use data to make predictions about sales, product demand, weather forecasts and product quality.  Statisticians design and analyze the results of clinical trials to study the safety and effectiveness of new medications or to compare cancer treatments.  Almost every government agency employs statisticians.  They work with specialists such as economists, biologists, chemists, and doctors to assist in the design of experiments and the analysis of research data. Statisticians are highly employable with the majority working for private corporations or government departments and agencies.