Registrations are open for Online Workshop on Optimization Techniques for Deep Learning by MANIT Bhopal on 3-7 January 2022.
About the Workshop
This workshop is proposed to give exposure to students and researchers to understand the concept of an intuitive approach for building complex models based on optimization and deep learning that help machines solve real-world problems. The intuitive approaches will be translated into working code with practical problems and hands-on experience.
The main objective of this workshop is to train you about fundamentals of optimization techniques, how they can be applied for optimization of Deep Learning architectures. After the successful completion of this workshop, you may be able to apply optimization techniques and deep learning to solve real world problems.
This program will be beneficial to students at the undergraduate level, postgraduate level, research scholars and young researchers who intend to practice research processing in the field of optimization and deep learning. Distinguishing features of this program include lecture sessions and hands-on training by experts.
- Introduction to Classical Optimization/ Linear
- Programming/ Integer Programming
- Basics of Matlab/ Matlab Scripts/Function
- Introduction to Modern Optimization/ Overview of Evolutionary Techniques
- Muti-objective and Constraint Optimization
- Implementation of Genetic Algorithm without tool box
- Introduction to Deep Learning Architectures
- Optimization for Deep Learning
- Case Studies of Optimization and Deep Learning
- Hand-on sessions on each topic
- Classical Optimization Techniques
- Modern Optimization Techniques
- Neural Networks and Deep Learning Architectures
- Use of optimization techniques in Deep Learning
- Case Studies and recent trends
Interested candidates can register via this page.
Dr. Mitul Kumar Ahirwal
Contact No.: 09981216927
Click here to view the official notification of Online Workshop on Optimization Techniques for Deep Learning by MANIT Bhopal.
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