- Certificate in Data Science at the University of Toronto is offered a 1-year (2 semesters) program.
- This course is offered on a full-time basis.
- Students will cover content essential for the toolbox of a predictive analytics professional, including neural networks and deep learning, programming languages, and software used in data extraction and analysis.
- This course content covers the 7 domains of informs' Certified Analytics Professional (CAP) certification.
- Through this program, students will also learn how to represent data visually to help decision-makers understand their findings.
- This certificate is offered in collaboration with the Faculty of Engineering and Applied Science.
- Through this course, students will learn:
- explore the evolution of data science and predictive analytics.
- know statistical concepts and techniques including regression, correlation, and clustering.
- apply data management systems and technologies that reflect concern for security and privacy.
- adopt techniques and technologies including data mining, neural network mapping, and machine learning.
- represent big data findings visually to aid decision-makers.