├── 2layerann.png ├── Neural Networks and TensorFlow - 10 - Linear Regression - 1.ipynb ├── Neural Networks and TensorFlow - 11 - Logistic Regression.ipynb ├── Neural Networks and TensorFlow - 12 - Handwriting Recognition with MNIST.ipynb ├── Neural Networks and TensorFlow - 13 - Convolutional Neural Networks - 1.ipynb ├── Neural Networks and TensorFlow - 14 - Convolutional Neural Networks - 2.ipynb ├── Neural Networks and TensorFlow - 15 - Convolutional Neural Networks - 3.ipynb ├── Neural Networks and TensorFlow - 16 - Convolutional Neural Networks - 4.ipynb ├── Neural Networks and TensorFlow - 17 - Convolutional Neural Networks - 5.ipynb ├── Neural Networks and TensorFlow - 18 - Convolutional Neural Networks - 6.ipynb ├── Neural Networks and TensorFlow - 19 - CNN and Cifar10 - 1.ipynb ├── Neural Networks and TensorFlow - 20 - CNN and Cifar10 - 2.ipynb ├── Neural Networks and TensorFlow - 21 - CNN and Cifar10 - 3.ipynb ├── Neural Networks and TensorFlow - 22 - CNN and Cifar10 - 4.ipynb ├── Neural Networks and TensorFlow - 23 - CNN and Cifar10 - 5.ipynb ├── Neural Networks and TensorFlow - 24 - Tactics to Improve the Model.ipynb ├── Neural Networks and TensorFlow - 25 - Text and Sequence Data - Intro.ipynb ├── Neural Networks and TensorFlow - 26 - Recurrent Neural Networks - 1.ipynb ├── Neural Networks and TensorFlow - 27 - Recurrent Neural Networks - 2.ipynb ├── Neural Networks and TensorFlow - 28 - Recurrent Neural Networks - 3.ipynb ├── Neural Networks and TensorFlow - 29 - Recurrent Neural Networks - 4.ipynb ├── Neural Networks and TensorFlow - 30 - Recurrent Neural Networks - 5.ipynb ├── Neural Networks and TensorFlow - 31 - Recurrent Neural Networks - 6.ipynb ├── Neural Networks and TensorFlow - 32 - Recurrent Neural Networks - 7.ipynb ├── Neural Networks and TensorFlow - 34 - Neural Style Transfer with VGG19 - 1.ipynb ├── Neural Networks and TensorFlow - 36 - Neural Style Transfer with VGG19 - 3.ipynb ├── Neural Networks and TensorFlow - 37 - Neural Style Transfer with VGG19 - 4.ipynb ├── Neural Networks and TensorFlow - 8 - Computational Graph, Ops, Sessions, Placeholders.ipynb ├── Neural Networks and TensorFlow - 9 - Loss Function, MSE, Cross Entropy.ipynb ├── Neural Networks and Tensorflow - 1 - Artificial Neurons.ipynb ├── Neural Networks and Tensorflow - 2 - Feed Forward Networks and Activations.ipynb ├── Neural Networks and Tensorflow - 3 - Softmax Output.ipynb ├── Neural Networks and Tensorflow - 4 - Gradient Descent.ipynb ├── Neural Networks and Tensorflow - 5 - Backpropagation.ipynb ├── Neural Networks and Tensorflow - 6 - Basics of TensorFlow - 1.ipynb ├── Neural Networks and Tensorflow - 7 - Basics of TensorFlow - 2.ipynb ├── README.md ├── artifneuron.png ├── backprop.png ├── bioneuron.png ├── cat.jpg ├── cifar10.png ├── cnn.png ├── compgraph.png ├── data ├── Marilyn_Monroe_in_1952-small.jpg └── StarryNight-small.jpg ├── forwardp.png ├── grdesc.png ├── grdesc2.jpeg ├── greyrgb.png ├── mnist.png ├── mountain.jpg ├── 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