Build on the skills you learned in Foundations of Data Science and get the grounding in basic statistics you need to successfully complete your Data Science certificate.
In this course, you will explore probability and descriptive statistics, cover data analysis from both a classical and contemporary viewpoint and learn to extract insight from datasets. you will get a math notation refresher, learn to form hypotheses, design experiments that collect valid data, test your hypotheses using statistical techniques, and work with causal models. Concepts are solidified through individual and group based practical assignments.
This course is developed in partnership with the School of Continuing Studies at the University of Toronto.
- Business associates, operations managers, project managers, and intelligence analysts.
- Finance, securities, and insurance professionals.
- Digital marketing and communication specialists.
- Professionals from every level or industry who work with analytics or data.
- Design experiments to collect data that answer business or scientific questions.
- Formulate statistical tests to answer business questions.
- Use multiple linear and logistic regressions as predictive models.
- Use Python for model building.
- Cover data analysis from both a classical and causal viewpoint.
Weekly webinars review key concepts and provide an opportunity for live interaction and Q&A with the instructors. The webinars will be recorded so if you are unable to attend you can watch the webinar recording at a time that is convenient to you.
Academic requirements
- Required prerequisites:
- Foundations of Data Science OR
- A passing grade on the prior learning assessment, conducted by the University of Toronto, for equivalent skills
- A degree in Engineering, Mathematics, or Computer Science is recommended, but not required. Basic knowledge of programming and programming languages is strongly recommended.
System requirements
- Anaconda/Jupyter (software that you are required to install)
- Waterloo LEARN
Receive a certificate from the University of Waterloo
Upon successful completion of this program, you will receive a professional education certificate from the University of Waterloo.
Larry Simon, MBA
Founder and Managing Director, Inflection Group
Larry Simon is an entrepreneur, management consultant, and angel investor, specializing in IT strategy and data analytics. He has over 30 years of experience advising startups, global corporations, and government institutions. He is the founder and managing director of Inflection Group. Prior to this he was a partner with Ernst & Young Consulting, their CTO and national director of their strategy and delivery centres.
He has previously served on the faculty of the Rotman School of Management, as the head judge of the Canadian Information Productivity Awards (CIPA), and as a councillor of the Institute of Certified Management Consultants of Ontario. Larry holds an MBA from the University of Toronto and a B.Math (Computer Science) from the University of Waterloo.