Sessional Lecturer – APS360H1 Y Applied Fundamentals of Deep Learning

Date Posted: 03/04/2024
Req ID: 36318
School/Division: School of Utilized Science & Engineering
Division: Cross-Disciplinary Packages Workplace
Campus: St. George (Downtown Toronto)

 

Description:

Course title: APS360H1 Y – Utilized Fundamentals of Deep Studying

 

Course description: A primary introduction to the historical past, expertise, programming and functions of the quick evolving area of deep studying. Subjects to be lined might embrace neural networks, autoencoders/decoders, recurrent neural networks, pure language processing, and generative adversarial networks. Particular consideration will likely be paid to equity and ethics points surrounding machine studying. An utilized strategy will likely be taken, the place college students get hands-on publicity to the lined strategies by way of using state-of-the-art machine studying software program frameworks.

 

Estimated enrolment:  1 part with enrolment of 100 

Estimated TA help:   300 hrs 

 

Course Schedule: 

LEC0101 – Mon/Wed 6:00-8:00 p.m..  Synchronous on-line supply with in-person closing examination.

 

Sessional dates of appointment:  Could 1, 2024- August 31, 2024

 

Stipend: $16,710 (inclusive of trip pay)

 

{Qualifications}: Ph.D. or equal skilled expertise within the space of AI and Machine Studying; P.Eng. most popular. Information of, and expertise with deep neural networks and their software to pc imaginative and prescient and different sample recognition issues is required. Information of forward-looking AI/ML ideas, corresponding to reinforcement studying and recurrent neural networks, most popular. Arms-on expertise with PyTorch extremely fascinating.  Familiarity with equity and ethics points surrounding AI. Earlier expertise instructing an analogous course is extremely fascinating. Familiarity with engineering ideas and engineering training is an asset.     

 

Duties: In a synchronous on-line setting, the lecturer will put together for and ship 13 weeks of lectures and tutorials; set assignments and time period work assessments and in-person closing evaluation as applicable; collate and submit marks; deal with petitions after closing marks have been submitted; speaking with college students each inside and out of doors of sophistication occasions.   Preparation of a deferred examination may be required.  

 

Closing Date: March 25, 11:59 p.m..

 

These ought to submit a canopy letter, present cv detailing instructing expertise, and CUPE 3902 Unit 3 software type by electronic mail to:

 

Sharon Brown
Assistant Director

Cross-Disciplinary Packages Workplace

School of Utilized Science and Engineering

electronic mail: [email protected]
 

Closing Date: 03/25/2024, 11:59PM EDT
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This job is posted in accordance with the CUPE 3902 Unit 3 Collective Settlement. 

 

 

 

 

 It’s understood that some bulletins of vacancies are tentative, pending closing course determinations and enrolment. Ought to charges stipulated within the collective settlement range from charges said on this posting, the charges said within the collective settlement shall prevail.  

 

 

 

 

 

 

Desire in hiring is given to certified people superior to the rank of Sessional Lecturer II or Sessional Lecturer III in accordance with Article 14:12 of the CUPE 3902 Unit 3 collective settlement.

 

 

 

 

 

 

Please word: Undergraduate or graduate college students and postdoctoral fellows of the College of Toronto are lined by the CUPE 3902 Unit 1 collective settlement moderately than the Unit 3 collective settlement, and mustn’t apply for positions posted beneath the Unit 3 collective settlement.