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Deep Learning Specialization
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Course 4
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Module 1
Syllabus
Courses
Course Syllabus
Convolutional Neural Networks
Module 1: Foundations of Convolutional Neural Networks
Convolutional Neural Networks
Lecture Notes (Optional)
Quiz
Programming Assignments
Downloading your Notebook, Downloading your Workspace and Refreshing your Workspace
Reading
・
5m
Convolutional Model, Step by Step
Graded
・Code Assignment
・
3h
Convolution Model Application
Graded
・Code Assignment
・
3h
Heroes of Deep Learning (Optional)
Module 2: Deep Convolutional Models: Case Studies
Case Studies
Practical Advice for Using ConvNets
Lecture Notes (Optional)
Quiz
Programming Assignments
Module 3: Object Detection
Detection Algorithms
Lecture Notes (Optional)
Quiz
Programming Assignments
Module 4: Special Applications: Face recognition & Neural Style Transfer
Face Recognition
Neural Style Transfer
Lecture Notes (Optional)
Quiz
End of access to Lab Notebooks
Programming Assignments
References & 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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