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Course 2: DeepLearning.AI-Convolutional-Neural-Network-in-TensorFlow

Table of Contents

  • Week 1
    • Lesson Topic: Cats vs Dogs Datasets, Visualizing the effect of the convolutions, accuracy and loss
    • Quiz: Convolutions
    • Optional: Cats vs Dogs
  • Week 2
    • Lesson Topic: Image Augmentation, Overfitting
    • Quiz: Image Augmentation
    • Optional: Cats vs Dogs using Augmentation
  • Week 3
    • Lessojn Topic: Transfer learning, Dropouts
    • Quiz: Transfer learning and Dropouts
    • Optional: Horses vs Humans using Transfer Learning
  • Week 4
    • Lesson Topic: MultiClass Classification
    • Quiz: Multiclass Classifications
    • Optional: Multi-Class Classifier