CCU 2023 Deep Learning Homework or Lab
- python-tutorial
- Python_Basics_With_Numpy
- TensorFlow Tutorial
- Building your Deep Neural Network: Step by Step
- Deep Neural Network for Image Classification: Application
- Keras tutorial - the Happy House
- Regularization
- Optimization Methods
- Gradient Descent
- Mini-Batch Gradient descent
- Momentum
- Adam
- Model with different optimization algorithms
- Mini-batch Gradient descent
- Mini-batch gradient descent with momentum
- Mini-batch with Adam mode
- Summary
- Forecast future restaurant visitor totals on a given date
- Convolutional Neural Networks: Step by Step
- Residual Networks
- Autonomous driving - Car detection
- Use object detection on a car detection dataset
- Deal with bounding boxes
- Building your Recurrent Neural Network - Step by Step