Course - Ece 9063 001
1 week ago
**About Western**:
**About Us**:
The Department of Electrical & Computer Engineering (ECE) is one of six academic units in the Faculty of Engineering. Faculty and staff in the department support and foster the educational and research pursuits of undergraduate and graduate engineering students, while providing the best student experience. The vision of the ECE department is to become known as one of the top five research intensive departments of Electrical and Computer Engineering in Canada.
To view Western Engineering’s Mission, Vision and Values click here.
**Course Information**:
In recent years, developments in the Web, social media, IoT, sensors, and mobile devices have resulted in the ability to collect more data than ever. This course focuses on approaches and techniques for extracting value from such massive data through data analytics. Various forecasting approaches (such as moving averages, support vector regression, neural networks) and recommender systems will be covered. The emphasis will be on solving real world problems using those techniques. Deep learning will be explored because it can learn complex non-linear relationships commonly present in Big Data, capture various levels of abstraction, and learn good features from data. Challenges of data analytics with large data sets will be explored and emerging techniques for addressing those challenges will be discussed. Students are required to develop a project which provides an opportunity to explore in more details an area of data analytics and experience some of the challenges that they may face in their future work/research activities.
Teaching load 0.5.
**Responsibilities**:
You will be responsible for all activities associated with the successful delivery of the course, including but not limited to: developing, preparing, and delivering the course; setting and marking examinations, assessing the academic work of students, and reporting grades.
**Qualifications**:
In accordance with the Faculty Collective Agreement, consideration of applicants will include an assessment of previous performance, experience, and qualifications, including qualifications which go beyond the requirements for the position. Applicants should have fluent written and oral communication skills in English.
**Western Values Diversity**:
Accommodations are available for applicants with disabilities throughout the recruitment process. If you require accommodations for interviews or other meetings, please contact Human Resources or phone 519-661-2194.
**Please Note**:
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