/
Deep Learning Specialization
/
Course 3
/
Module 1
Syllabus
Courses
Course Syllabus
Structuring Machine Learning Projects
Module 1: ML Strategy
Introduction to ML Strategy
Connect with your Mentors and Fellow Learners on our Forum!
Setting Up your Goal
Comparing to Human-level Performance
Why Human-level Performance?
Video
・
5m
Avoidable Bias
Video
・
6m
Understanding Human-level Performance
Video
・
11m
Surpassing Human-level Performance
Video
・
6m
Improving your Model Performance
Video
・
4m
Lecture Notes (Optional)
Machine Learning Flight Simulator (Quiz)
Heroes of Deep Learning (Optional)
Module 2: ML Strategy
Error Analysis
Mismatched Training and Dev/Test Set
Learning from Multiple Tasks
End-to-end Deep Learning
Lecture Notes (Optional)
Machine Learning Flight Simulator (Quiz)
Heroes of Deep Learning (Optional)
Acknowledgments
close
Log In to continue learning
Deep Learning Specialization
Intermediate
Join Now
Topics
Computer Vision
Deep Learning
NLP
Supervised Learning
Transformers
Collaborator
DeepLearning.AI
Choose Your Plan
Planning for more users?
Team Plan
Learn More
Keep Current Plan
close
