Deep Learning

Coursera

• Deep Learning, a 5-course specialization by deeplearning.ai on Coursera. Specialization Certificate earned on March 16, 2018.
  • Neural Networks and Deep Learning Grade Achieved 95.0%
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Grade Achieved 91.8%
  • Structuring Machine Learning Projects Grade Achieved 88.5%
  • Convolutional Neural Networks Grade Achieved 97.8%
  • Sequence Models Grade Achieved 98.0%

UNL CSE Courses

• CSCE896 Introduction to Deep Learning, Spring 2018
• CSCE990 Deep Learning Seminar, Fall 2018, by Prof. Stephen Scott and Prof. Vinodchandran N. Variyam
  • Presentation 1: Information Bottleneck Theory
  • Paper Reading & Presentation 2

Paper

• Zhongyuan Zhao, Mehmet C. Vuran, Fujuan Guo, and Stephen Scott, “Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex Convolutional Networks,” Arxiv, EESS.SP, Oct. 2018, [Online] https://arxiv.org/abs/1810.07181