GGSJ
Centre of Digital Management and Technology Innovation

The AI certificate will develop basic and advanced knowledge and techniques in the various aspects of Machine Learning and Artificial Intelligence. Neural networks and  deep learning will also be included in the certificate. The Artificial Intelligence section will aim to demystify Machine Learning by covering the theory behind it paired with practical examples and will walk students through hands-on applications. The course will also include in-depth coverage of the intersection of machine learning and data science with business applications, banking and finance. Students will understand what it takes to integrate and implement  machine learning in business and its applications in different fields.

Pre-Requisites for the Course

- Advanced programming and computational concepts

- Theory and practice;

                  - Advanced mathematics

                  - Advanced statistic

Course Content

- History and Fundamentals

- Introduction to Data Analysis

- Numerical Methods

- Data Analysis and Technology

- Supervised Data Science

- Introduction to Deep Learning

- Transfer Learning and Applications

- Recap, Applications and Case Studies

- Final Project

Expression of Interest for Data Science and Machine Learning Course

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Data Science And Machine Learning Course

A private sector partner of Risklab University of Toronto

© GGSJ Centre of Digital Management and Technology Innovation

GGSJ
Centre of Digital Management and Technology Innovation
Pre-Requisites for the Course
Course Content
A private sector partner of Risklab University of Toronto
GGSJ
Centre of Digital Management and Technology Innovation
Pre-Requisites for the Course
Course Content
A private sector partner of Risklab University of Toronto
A private sector partner of Risklab University of Toronto
GGSJ
Course Content
Pre-Requisites for the Course
A private sector partner of Risklab University of Toronto