/DLSpecialization

Primary LanguageJupyter Notebook

Neural Networks and Deep Learning

Course Name Assignment
Neural Network Basics Python Basics with Numpy
Logistic Regression with a Neural Network Mindset
Shallow Neural Networks Planar data classification with one hidden layer
Deep Neural Networks Building your Deep Neural Network Step by Step
Deep Neural Network Application

Improving Deep Neural Networks

Course Name Assignment
Practical Aspects
of Deep Learning
Initialization
Regularization
Gradient Checking
Optimization Algorithms Optimization Methods