COE 379L: Software Design For Responsible Intelligent Systems
latest
Course Schedule:
Unit 1: Course Overview and Introduction to Data Processing
Unit 2: Introduction to Machine Learning
Unit 3: Advanced Techniques for Machine Learning
Introduction to Deep Learning
Hands-on Neural Networks
Convolutional Neural Networks (CNNs)
Hands-on CNN
MLOps
Project 2 Summary
Unit 4: Recent Advancements
Projects:
Project 01 - 20 Points
Project 02 - 20 Points
Project 03 - 25 Points
Project 04 - 35 Points
COE 379L: Software Design For Responsible Intelligent Systems
Unit 3: Advanced Techniques for Machine Learning
Edit on GitHub
Unit 3: Advanced Techniques for Machine Learning
Introduction to Deep Learning
Hands-on Neural Networks
Convolutional Neural Networks (CNNs)
Hands-on CNN
MLOps
Project 2 Summary