My work on TensorFlow Advanced Techniques specialization from DeepLearning.AI
There are four courses in this specialization, hence, four directories in this repo for each course
- Custom Models, Layers and Loss Functions with TensorFlow
- Custom and Distributed Training with TensorFlow
- Advanced Computer Vision with TensorFlow
- Generative Deep Learning with TensorFlow
This repo includes all the labs and assignments on the course of getting this certification
- Functional API
- Custom Loss (As a class and as a function)
- Lambda Layers
- Custom Layers
- Custom Models
- Built-in Callbacks
- Custom Callbacks
- Gradient Tape
- Custom Training
- Custom Metrics
- AutoGraph
- Custom Training with Autograph
- Mirrored Distribution Strategy
- Multi GPU mirrored strategy with custom training
- TPU custom training