COE 379L: Software Design For Responsible Intelligent Systems
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)
Project 1 Summary
Exam Study Guide
Cheatsheet
MLOps
Supplement: Model Persistence with Pickle
Exam Summary
Unit 4: Recent Advancements
Projects:
Project 01 - 20 Points
Project 02 - 20 Points (with 2 possible bonus points)
Project 03 - 35 Points
COE 379L: Software Design For Responsible Intelligent Systems
Unit 3: Advanced Techniques for Machine Learning
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Unit 3: Advanced Techniques for Machine Learning
Introduction to Deep Learning
Hands-on Neural Networks
Convolutional Neural Networks (CNNs)
Project 1 Summary
Exam Study Guide
Cheatsheet
MLOps
Supplement: Model Persistence with Pickle
Exam Summary