This is some records of Andrews' deeplearning course from Coursera. I have upload my programming implement to this warehouse. There might something wrong with my work, be free to email [email protected].
Neural Networks and Deep Learning
Week1 Introduction to deep learning
Week2 Neural Networks Basics
Week3 Shallow Neural networks
Week4 Deep Neural Networks
Improving Deep Neural Networks
Week1 Practical aspects of Deep Learning(Initialization-Regularization-Gradient Checking)
Week2 Optimization algorithms
Week3 Hyperparameter tuning, Batch Normalization and Programming Frameworks
Convolutional Neural Network
Week1 Foundations of Convolutional Neural Networks
Week2 Deep convolutional models: case studies
Week3 Object detection
Week4 Special applications: Face recognition & Neural style transfer
continued...
- Specialization 4 Done! 2017/11/13
- Move Course Records to Records.md 2017/11/14