Adjunct Lecturer, Applied Deep Learning and AI (Online, Fall '26)
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Job Location:
New York City, NY - USA
Monthly Salary:
Not Disclosed
Posted on:
11 hours ago
Vacancies:
1 Vacancy
Job Summary
The School of Professional Studies seeks experienced industry professionals to serve as part-time Lecturer for a graduate-level course in Applied Deep Learning and AI. This advanced course delves into deep learning blending key elements from Statistical Machine Learning. Students will gain a solid foundation in supervised learning and other related algorithms and methods. Topics covered include Support Vector Machines Neural Networks Convolutional Neural Networks (CNN) word embeddings attention mechanisms transformers encoder-decoder architectures Generative Adversial Networks (GAN) and Reinforcement Learning. Practical applications will demonstrate how to prepare train test and validate models. Lecturers are the primary instructors for courses and an invaluable component of the faculty community.
Responsibilities
Lead class lectures instructional activities and classroom discussions. Attend all class sessions.
Monitor and address student concerns and inquiries.
Evaluate and grade student work and assessments.
Conduct office hours.
Qualifications :
Columbia University SPS operates under a scholar-practitioner faculty model which enables students to learn from faculty possessing outstanding academic training and a record of accomplishment as practitioners in an applied industry setting.
Requirements
- Doctorate degree in Computer Science Data Science or a related field.
- Proficient in Python and familiar with deep learning frameworks (e.g. TensorFlow PyTorch).
- Deep Learning Knowledge: Strong understanding of CNNs RNNs LLMs Reinforcement Learning and model evaluation techniques.
- Hands-on experience with deep learning projects and data manipulation.
Preferred Skills & Experience
10 years of related professional experience.
2 years of University teaching experience ideally at the graduate level.
Strong verbal and written skills for explaining concepts clearly.
Additional Information :
Please submit a resume inclusive of university teaching experience.
Columbia University is an Equal Opportunity/Affirmative Action employer.
All your information will be kept confidential according to EEO guidelines.
Remote Work :
No
Employment Type :
Part-time
Key Skills
- Computer Data Entry
- Account Management
- Apache Commons
- ABAP
- Content Development
- BPO
About Company
Columbia University has been a leader in higher education in the nation and around the world for more than 250 years. At the core of our wide range of academic inquiry is the commitment to attract and engage the best minds in pursuit of greater human understanding, pioneering new disc ... View more
