Deep_Learning_Specialization

01-Neural Networks and Deep Learning

• week 01: introduction to deep learning ✅
• week 02: neural networks basics ✅
• week 03: shallow neural networks ✅
• week 04: Deep Neural Netwrok ✅

02-Improving Deep Neural Networks

• Week 01: Practical aspects of Deep Learning ✅
• Week 02: Optimization Algorithms ✅
• Week 03: Hyperparameter tuning Batch Normalization Programming Frameworks ✅

03-Structuring Machine Learning Projects

• Week 01: ML Strategy 01 ✅
• Week 02: ML Strategy 02 ✅

04-Convolutional Neural Networks

• Week 01: Foundations of Convolutional Neural Networks ✅
• Week 02: Deep Convolutional Models: Case Studies ✅
• Week 03: Object Detection ✅
• Week 04: Special Applications: Face recognition & Neural Style Transfer ✅

05-Sequence Models

• Week 01: Recurrent Neural Networks ✅
• Week 02: Natural Language Processing & Word Embeddings ✅
• Week 03: Sequence Models & Attention Mechanism ✅
• Week 04: Transformer Network ✅