deeplearning.ai

This repo contains all my work on Deep Learning Specalization on Coursera by Andrew Ng

Contents:

• Course # 1: Neural Networks and Deep Learning

  • Week # 02:
    • Python Basics With Numpy
    • Logistic Regression with a Neural Network mindset
  • Week # 03:
    • Planar data classification with one hidden layer
  • Week # 04:
    • Building your Deep Neural Network - Step by Step
    • Deep Neural Network - Application

• Course # 2: Improving Deep Neural Networks

  • Week # 01:
    • Initialization
    • Regularization
    • Gradient Checking
  • Week # 02:
    • Optimization Methods
  • Week # 03:
    • Tensorflow Tutorial

• Course # 4: Convolutional Neural Networks

  • Week # 01:
    • Convolutional Model: step by step
    • Convolutional Model: application