NouraAlgohary/Deep-Learning-Specialization

These are my solutions for the Deep Learning Specialization, which have been assessed and achieved a perfect score of 100%.

Deep Learning Specialization

Course 1 : Neural Networks and Deep Learning

Course

Programming Assignments

• 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: Step by Step
• Week 4: Deep Neural Network - Application

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

Course

Programming Assignments

• Week 1: Initialization
• Week 1: Regularization
• Week 1: Gradient Checking
• Week 2: Optimization Methods
• Week 3: TensorFlow Introduction

Course 3 : Structuring Machine Learning Projects

Course

Course 4 : Convolutional Neural Networks

Course

Programming Assignments

• Week 1: Convolutional Model, Step by Step
• Week 1: Convolution Model Application
• Week 2: Residual Networks
• Week 2: Transfer Learning with MobileNet
• Week 3: Car detection with YOLO
• Week 3: Image Segmentation with U-Net
• Week 4: Face Recognition
• Week 4: Art Generation with Neural Style Transfer

Course 5 : Sequence Models

Course

Programming Assignments

• Week 1: Building your Recurrent Neural Network - Step by Step
• Week 1: Dinosaur Island-Character-Level Language Modeling
• Week 1: Jazz Improvisation with LSTM
• Week 2: Operations on Word Vectors - Debiasing
• Week 2: Emojify
• Week 3: Neural Machine Translation
• Week 3: Trigger Word Detection
• Week 4: Transformers Architecture with TensorFlow