Deep Learning Specialization

This repository shows certificates of the deep learning specialization courses. Due to "Code of Honor" i am not adding my solutions and codes.

You can find more about the specialization.

• Deep Learning Specialization

Course 1: Neural Networks and Deep Learning

Week1: Introduction to Deep Learning
Week2: Logistic Regression as a Neural Network
Week3: Shallow Neural Network
Week4: Deep Neural Network

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

Week1: Setting up your Machine Learning Application
Week2: Optimization algorithms
Week3: Hyperparameter tuning

Course 3: Structuring Machine Learning Projects

Week1: ML Strategy (1)
Week2: ML Strategy (2)

Course 4: Convolutional Neural Networks

Week1: Foundations of Convolutional Neural Networks
Week2: Deep convolutional models: case studies
Week3: Object detection
Week4: Face Recognition

Course 5: Sequence Models

Week1: Recurrent Neural Networks
Week2: Natural Language Processing & Word Embeddings
Week3: Sequence models & Attention mechanism