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Coursera Deep Learning Course by deeplearning.ai projects
## Course 1. Neural Networks and Deep Learning 1. Week1 - Introduction to deep learning 2. Week2 - Neural Networks Basics 3. Week3 - Shallow neural networks 4. Week4 - Deep Neural Networks
## Course 4. Convolutional Neural Networks 1. Week1 - Foundations of Convolutional Neural Networks 2. Week2 - Deep convolutional models: case studies 3. Week3 - Object detection - Papers for read: You Only Look Once: Unified, Real-Time Object Detection, YOLO 4. Week4 - Special applications: Face recognition & Neural style transfer - Papers for read: DeepFace, FaceNet
## Course 5. Sequence Models 1. Week1 - Recurrent Neural Networks 2. Week2 - Natural Language Processing & Word Embeddings 3. Week3 - Sequence models & Attention mechanism
source from *Andrew Ng*'s Deep learning course on Coursera