2020 Courses

  • Summer Session 2020 courses will be added throughout the winter.

Course description

This course is only offered in the Summer Session.

Covers the basic concepts, models, methods, and applications of deep learning. Topics include basics of artificial neural networks, training of neural networks, convolutional neural networks, recurrent neural networks, generative models, deep reinforcement learning, and deep learning hardware and software packages. Application and methodology topics include deep learning for pharmaceutical discovery, deep learning for process control, deep learning for molecular design, deep learning for material screening, deep learning for product yield and quality estimation, and deep learning for optimization.

Prerequisites

CHEME 6880/SYSEN 6880 or SYSEN 5880

Classes

Summer 2020: Ithaca campus

Section ID:CHEME 6888 001-LEC
Number:1107
Session:Summer 8-week
Class dates:June 8-August 4, 2020
Exam date:Tuesday August 04, 2:30 PM - 3:30 PM / TBA (see Final exams)
Time / room:M-F 2:30 PM - 3:30 PM / TBA
Credit:3 - 4 V
Grade:Graded
Instructor:TBA
Max. enroll:18
Related:Cross-listed with SYSEN 5888 001-LEC
To enroll:To enroll, complete and submit a course enrollment form and your payment to the Summer Session office. For more information, see enrollment and registration. Please note that late registration fees may apply.

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