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TensorFlow_AdvancedTechniques

TensorFlow: Advanced Techniques Specialization by deeplearning.ai

Course 1: Custom Models, Layers and Loss Functions

  1. Functional APIs
  2. Custom Loss Functions
  3. Custom Layers
  4. Custom Models
  5. Callbacks

Course 2: Custom and Distributed Training with TensorFlow

  1. Differentiation and Gradients
  2. Custom Training
  3. Graph Mode
  4. Distributed Training

Course 3: Advanced Computer Vision with TensorFlow

  1. Introduction to Computer Vision
  2. Object Detection (Including TensorFlow Object Detection API)
  3. Image Segmentation
  4. Visualization and Interpretability

Course 4: Generative Deep Learning with TensorFlow

  1. Style Transfer
  2. AutoEncoders
  3. Variational AutoEncoders
  4. GANs

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