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Deep Learning Specialization
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Course 3
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Module 2
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
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
Training and Testing on Different Distributions
Video
・
10m
Bias and Variance with Mismatched Data Distributions
Video
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18m
Addressing Data Mismatch
Video
・
10m
Learning from Multiple Tasks
End-to-end Deep Learning
Lecture Notes (Optional)
Machine Learning Flight Simulator (Quiz)
Heroes of Deep Learning (Optional)
Acknowledgments
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Deep Learning Specialization
Intermediate
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Topics
Computer Vision
Deep Learning
NLP
Supervised Learning
Transformers
Collaborator
DeepLearning.AI
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