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Deep Learning Specialization
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Course Syllabus

Convolutional Neural Networks

Module 1: Foundations of Convolutional Neural Networks

Computer Vision

Edge Detection Example

More Edge Detection

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Strided Convolutions

Convolutions Over Volume

One Layer of a Convolutional Network

Clarifications about Upcoming Simple Convolutional Network Example Video

Simple Convolutional Network Example

Clarifications about Upcoming CNN Example Video

Clarifications about Upcoming Why Convolutions?

Why Convolutions?

Module 2: Deep Convolutional Models: Case Studies

Module 3: Object Detection

Module 4: Special Applications: Face recognition & Neural Style Transfer

Deep Learning Specialization

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Deep Learning Specialization

Intermediate

Topics

Computer VisionDeep LearningNLPSupervised LearningTransformers

Collaborator

DeepLearning.AI

Module 1: Foundations of Convolutional Neural Networks

- Lecture Notes W1
  Reading
  ・
  1m
- The Basics of ConvNets
  Graded・Quiz
  ・
  50m
- Yann LeCun Interview
  Video
  ・
  27m
Next
Module 2: Deep Convolutional Models: Case Studies

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