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Overview
In this Statistics for Data Science course at the University of Waterloo, you will explore probability and descriptive statistics, cover data analysis from both a classical and contemporary viewpoint and learn to extract insight from datasets.
Features
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.
Programme Structure
Modules include:
- Probability
- Distribution of Random Variables
- Statistical Inference
- Hypothesis Testing
- ANOVA, Goodness of Fit, and Bootstrapping
- Linear Regression
- Logistic Regression
- Time Series
- Causal Inference
Key information
Duration
- Part-time
- 3 months
- 8 hrs/week
Start dates & application deadlines
- StartingApply anytime.
Language
English
Delivered
Online
Campus Location
- Waterloo, Canada
Disciplines
Statistics Data Science & Big Data View 3 other Short Courses in Statistics in CanadaWhat students do after studying
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Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Other requirements
General 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.
- Anaconda/Jupyter (software that you are required to install)
- Waterloo LEARN
Who should enrol:
- 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.
Tuition Fees
Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.
-
International Applies to you
Applies to youNon-residents995 CAD / full≈ 995 CAD / full -
Domestic Applies to you
Applies to youCitizens or residents995 CAD / full≈ 995 CAD / full
Additional Details
- $995.00 + applicable taxes
Funding
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