├── Convolutional_Neural_Networks ├── Week1 │ ├── Convolution+model+-+Application+-+v1.ipynb │ └── Convolution+model+-+Step+by+Step+-+v2.ipynb ├── Week2 │ ├── Keras+-+Tutorial+-+Happy+House+v2.ipynb │ └── Residual+Networks+-+v2.ipynb ├── Week3 │ ├── Autonomous+driving+application+-+Car+detection+-+v1.ipynb │ └── Autonomous+driving+application+-+Car+detection+-+v3.ipynb └── Week4 │ ├── Art+Generation+with+Neural+Style+Transfer+-+v2.ipynb │ ├── Art_generation_output │ ├── content1.png │ ├── generated1.png │ └── style1.png │ └── Face+Recognition+for+the+Happy+House+-+v3.ipynb ├── Improving Deep Neural Networks ├── Week1 │ ├── Gradient+Checking+v1.ipynb │ ├── Initialization.ipynb │ └── Regularization.ipynb ├── Week2 │ └── Optimization+methods.ipynb └── Week3 │ └── Tensorflow+Tutorial.ipynb ├── LICENSE ├── Neural-networks-Deep-learning ├── Week2 │ ├── Logistic+Regression+with+a+Neural+Network+mindset+v4.ipynb │ └── Python+Basics+With+Numpy+v3.ipynb ├── Week3 │ └── Planar+data+classification+with+one+hidden+layer+v4.ipynb └── Week4 │ ├── Building+your+Deep+Neural+Network+-+Step+by+Step+v5.ipynb │ └── Deep+Neural+Network+-+Application+v3.ipynb ├── Papers ├── AlexNet.pdf ├── DeepFace.pdf ├── FaceNet.pdf ├── Inception.pdf ├── Neural_style_transfer.pdf ├── ResNet.pdf ├── VGG.pdf ├── YOLO.pdf └── YOLO9000.pdf ├── README.md └── Sequence Models ├── Week1 ├── Building+a+Recurrent+Neural+Network+-+Step+by+Step+-+v3.ipynb ├── Dinosaurus+Island+--+Character+level+language+model+final+-+v3.ipynb └── Music Generation │ ├── Improvise+a+Jazz+Solo+with+an+LSTM+Network+-+v1.ipynb │ └── my_music.midi ├── Week2 ├── Emojify+-+v2.ipynb └── Operations+on+word+vectors+-+v2.ipynb └── Week3 ├── Neural+machine+translation+with+attention+-+v3.ipynb └── Trigger+word+detection+-+v1.ipynb /Convolutional_Neural_Networks/Week1/Convolution+model+-+Application+-+v1.ipynb: -------------------------------------------------------------------------------- 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