Deep Learning Specialization - Coursera

Systematical Review of Deep Learning by deeplearning.ai

Instructor: Andrew Ng

Final Course completion certificate

Introduction

This repo contains my work for this specilization. All the starter codes, images and course notes, unless specified, are taken from Deep Learning Specilization from Coursera.

Programming Assignments

• Course 1: Neural Network and Deep Learning
  • Week 2 - PA2 - Logistic Regression with Neural Network Mindset
  • Week 3 - PA2 - Planar data classification with one hidden layer
  • Week 4 - PA1 - Building your Deep Neural Network: Step by Step
  • Week 4 - PA2 - Deep Neural Network for Image Classification: Application

Course Completion Certificate

• Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

  • Week 1 - PA1 - Initializing a Deep Neural Network
  • Week 1 - PA2 - Gradient Checking Implementation with Central Differences
  • Week 2 - PA1 - Optimization and Regularization of the Deep Neural Network
  • Week 3 - PA1 - Hand Signs Recognition using TensorFlow

Course Completion Certificate