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Deep Learning Specialization
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Course 1
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Module 1
Syllabus
Courses
Course Syllabus
Neural Networks and Deep Learning
Module 1: Introduction to Deep Learning
Welcome to the Deep Learning Specialization
Introduction to Deep Learning
Lecture Notes (Optional)
Quiz
Introduction to Deep Learning
Graded
・Quiz
・
50m
Heroes of Deep Learning (Optional)
Module 2: Neural Networks Basics
Logistic Regression as a Neural Network
Python and Vectorization
Lecture Notes (Optional)
Quiz
Programming Assignments
Heroes of Deep Learning (Optional)
Module 3: Shallow Neural Networks
Shallow Neural Network
Lecture Notes (Optional)
Quiz
Programming Assignment
Heroes of Deep Learning (Optional)
Module 4: Deep Neural Networks
Deep Neural Network
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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