anhtuan85 / TensorFlow-Advanced-Techniques-Specialization

Deeplearning.AI TensorFlow Advanced Techniques Specialization Solution

TensorFlow-Advanced-Techniques-Specialization

Deeplearning.AI TensorFlow: Advanced Techniques Specialization Solution

Course 1: Custom Models, Layers, and Loss Functions with TensorFlow

• Week 1 - Functional APIs

• Week 2 - Custom Loss Functions

• Week 3 - Custom Layers

• Week 4 - Custom Models, Layers, and Loss Functions with TensorFlow

Course 2: Custom and Distributed Training with TensorFlow

• Week 1 - Differentiation and Gradients

• Week 2 - Custom Training

• Week 3 - Graph Mode

• Week 4 - Custom and Distributed Training with TensorFlow

Course 3: Advanced Computer Vision with TensorFlow

• Week 1 - Introduction to Computer Vision

• Week 2 - Object Detection

• Week 3 - Image Segmentation

• Week 4 - Visualization and Interpretability

Course 4: Generative Deep Learning with TensorFlow

• Week 1 - Style Transfer

• Week 2 - AutoEncoders

• Week 3 - Variational AutoEncoders

• Week 4 - GANS