Data Science and Analytics (MSc)
Master
In Toronto (Canada)
Description
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Type
Master
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Location
Toronto (Canada)
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Duration
1 Year
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Start date
Different dates available
This unique one-year Master of Science (MSc) degree program enables students to develop interdisciplinary skills and gain a deep understanding of technical and applied knowledge in data science and analytics. Graduates are highly trained, qualified data scientists who can pursue careers in industry, government or research.
Facilities
Location
Start date
Start date
About this course
Domain knowledge
Machine learning
Math
Operations research
Programming
Statistics
Completion of a four-year undergraduate (or equivalent degree) from an accredited institution in engineering, science, business, economics or a related discipline
Minimum grade point average (GPA) or equivalent of 3.00/4.33 (B) in the last two years of study
Statement of interest
Resumé/CV
Transcripts
Two letters of recommendation
English language proficiency requirement
Reviews
Subjects
- Research
- Skills
- Management
- Prescriptive
- Engineering
- Distributed
- Systems
- Knowledge
- Discovery
- Statistics
- Learning
- Analytics
Course programme
- Major Research Paper (MRP)
- Research Skills
- Soft Skills, Communication and Ethics
- Design of Algorithms and Programming for Massive Data
- Machine Learning
- Management of Big Data and Big Data Tools
- Data Mining and Prescriptive Analytics
Electives
- Advanced Imaging
- Advanced Software Engineering
- Advanced Database Systems
- Soft Computing and Machine Intel
- Distributed Systems
- Knowledge Discovery
- Genetic Programming
- Advanced Artificial Intelligence
- Social Media Analytics
- Advanced Data Visualization
- NLP (Text Mining)
- Special Topics in Data Science and Analytics
- Interactive Learning in Decision Process
- Bayesian Statistics and Machine Learning
- Deep Learning
- Graph Mining
- Machine Learning non Data Science Student
- Applied Econometrics
- Empirical Topics in International Finance
- Financial Econometrics
- Empirical Topics Int’l Trade
- Labour Economics
- Panel Data and NL Model Analysis
- Nonparametric Data Analysis
- Info Sys Analysis & Design
- Optimization Models
- Simulation Theory/Methodology
- Special Topics Info Sys Mgmt
- Geospatial Data Analytics
- Geodemographics
Data Science and Analytics (MSc)