README.md

deepLearning.ai

• course 1: neural networks and deep learning

  • week 2

  • Logistic Regression with a Neural Network mindset

  • week 3

  • Planar data classification with one hidden layer

  • week 4

  • Building your Deep Neural Network

  • Deep Neural Network - Application

• course 2: impproving deep neural networks

  • week 1

  • Initialization

  • Regularization

  • Gradient Checking

  • week 2

  • Optimization methods

  • week 3

  • Tensorflow Tutorial

• course 3: structuring machine learning project

• course 4: converlutional neural networks

  • week 1

  • Convolution model Step by Step

  • Convolution model Application

  • week 2

  • Keras Tutorial Happy House

  • Residual Networks

  • week 3

  • Autonomous driving application - Car detection

  • week 4

  • Art Generation with Neural Style Transfer

  • Face Recognition for the Happy House

• course 5: sequence models

  • week 1

  • Building a Recurrent Neural Network - Step by Step

  • Character level language model final - Dinosaurus Island

  • Improvise a Jazz Solo with an LSTM Network

  • week 2

  • Operations on word vectors

  • Emojify

  • week 3

  • Neural machine translation with attention

  • Trigger word detection