Course Four (convolutional neural Networks), second week (Deep convolutional models:case studies)--0.learning goals

Learning Goals

• Understand multiple foundational papers of convolutional neural networks
• Analyze the dimensionality reduction of a volume in a very deep network
• Understand and Implement a residual network
• Build a deep neural network using Keras
• Implement a skip-connection in your network
• Clone a repository from GitHub and use transfer learning

Learning Goals

understanding of multi-basis papers in convolutional neural networksAnalyze dimension reduction in a very deep networkunderstand and implement the remaining networksusing Keras to construct deep neural networkimplement Skip-connection in the networkClone a warehouse from GitHub and use transfer learning

Course Four (convolutional neural Networks), second week (Deep convolutional models:case studies)--0.learning goals