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