├── .gitignore ├── Convolutional Neural Networks ├── Convolution model - Application - v1.ipynb ├── Convolution model - Step by Step - v1.ipynb ├── Keras - Tutorial - Happy House v1.ipynb ├── Residual Networks - v1.ipynb └── images │ ├── Convolution_schematic.gif │ ├── PAD.png │ ├── SIGNS.png │ ├── a_pool.png │ ├── ave-pool.png │ ├── ave_pool1.png │ ├── average_pool.png │ ├── conv.png │ ├── conv1.png │ ├── conv_kiank.mp4 │ ├── conv_nn.png │ ├── convblock_kiank.png │ ├── happy-house.jpg │ ├── house-members.png │ ├── idblock2_kiank.png │ ├── idblock3_kiank.png │ ├── max_pool.png │ ├── max_pool1.png │ ├── model.png │ ├── my_image.jpg │ ├── resnet_kiank.png │ ├── signs_data_kiank.png │ ├── skip_connection_kiank.png │ ├── thumbs_up.jpg │ ├── vanishing_grad_kiank.png │ └── vert_horiz_kiank.png ├── Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization ├── Gradient Checking.ipynb ├── Initialization.ipynb ├── Optimization methods.ipynb ├── Regularization.ipynb ├── Tensorflow Tutorial.ipynb ├── Week 1 Quiz - Practical aspects of deep learning.md ├── Week 2 Quiz - Optimization algorithms.md ├── Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworks.md └── images │ ├── 1Dgrad_kiank.png │ ├── NDgrad_kiank.png │ ├── cost.jpg │ ├── dictionary_to_vector.png │ ├── dropout1_kiank.mp4 │ ├── dropout2_kiank.mp4 │ ├── field_kiank.png │ ├── hands.png │ ├── kiank_minibatch.png │ ├── kiank_partition.png │ ├── kiank_sgd.png │ ├── kiank_shuffle.png │ ├── onehot.png │ ├── opt_momentum.png │ └── thumbs_up.jpg ├── LICENSE ├── Neural Networks and Deep Learning ├── Building your Deep Neural Network - Step by Step.ipynb ├── Deep Neural Network - Application.ipynb ├── Logistic Regression with a Neural Network mindset.ipynb ├── Planar data classification with one hidden layer.ipynb ├── Week 1 Quiz - Introduction to deep learning.md ├── Week 2 Quiz - Neural Network Basics.md ├── Week 3 Quiz - Shallow Neural Networks.md ├── Week 4 Quiz - Key concepts on Deep Neural Networks.md └── images │ ├── 2layerNN_kiank.png │ ├── LlayerNN_kiank.png │ ├── LogReg_kiank.png │ ├── backprop_kiank.png │ ├── classification_kiank.png │ ├── final outline.png │ ├── grad_summary.png │ ├── imvectorkiank.png │ ├── linearback_kiank.png │ ├── mn_backward.png │ ├── model_architecture_kiank.png │ ├── my_image.jpg │ ├── sgd.gif │ └── sgd_bad.gif ├── README.md ├── Sequence Models ├── Building a Recurrent Neural Network - Step by Step - v2.ipynb ├── Dinosaurus Island -- Character level language model final - v3.ipynb ├── Emojify - v2.ipynb ├── Improvise a Jazz Solo with an LSTM Network - v1.ipynb ├── Neural machine translation with attention - v2.ipynb ├── Operations on word vectors - v2.ipynb ├── Trigger word detection - v1.ipynb ├── images │ ├── 1-hot-vector.png │ ├── LSTM.png │ ├── LSTM_rnn.png │ ├── RNN.png │ ├── attn_mechanism.png │ ├── attn_model.png │ ├── clip.png │ ├── cosine_sim.png │ ├── data_set.png │ ├── dataset_kiank.png │ ├── date_attention.png │ ├── date_attention2.png │ ├── dino.jpg │ ├── dinos3.png │ ├── emb_kiank.png │ ├── embedding1.png │ ├── emo_model.png │ ├── emojifier-v2.png │ ├── emojifierv1.png │ ├── emojify_model.png │ ├── emojiss.png │ ├── equalize10.png │ ├── image_1.png │ ├── initial_state.png │ ├── jazz.jpg │ ├── label_diagram.png │ ├── lookup.png │ ├── mangosaurus.jpeg │ ├── model.png │ ├── model_trigger.png │ ├── music_gen.png │ ├── music_generation.png │ ├── neutral.png │ ├── neutralize.png │ ├── neutralize_kiank.png │ ├── ones_reference.png │ ├── poorly_trained_model.png │ ├── rnn1.png │ ├── rnn_cell_backprop.png │ ├── rnn_step_forward.png │ ├── shakespeare.jpg │ ├── sound.png │ ├── spectrogram.png │ ├── table.png │ ├── train_label.png │ ├── train_reference.png │ └── woebot.png └── rnn_utils.py └── Structuring Machine Learning Projects ├── Week 1 Quiz - Bird recognition in the city of Peacetopia (case study).md └── Week 2 Quiz - Autonomous driving (case study).md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/.gitignore -------------------------------------------------------------------------------- /Convolutional Neural Networks/Convolution model - Application - v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/Convolution model - Application - v1.ipynb -------------------------------------------------------------------------------- /Convolutional Neural Networks/Convolution model - Step by Step - v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/Convolution model - Step by Step - v1.ipynb -------------------------------------------------------------------------------- /Convolutional Neural Networks/Keras - Tutorial - Happy House v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/Keras - Tutorial - Happy House v1.ipynb -------------------------------------------------------------------------------- /Convolutional Neural Networks/Residual Networks - v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/Residual Networks - v1.ipynb -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/Convolution_schematic.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/Convolution_schematic.gif -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/PAD.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/PAD.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/SIGNS.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/SIGNS.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/a_pool.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/a_pool.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/ave-pool.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/ave-pool.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/ave_pool1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/ave_pool1.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/average_pool.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/average_pool.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/conv.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/conv.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/conv1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/conv1.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/conv_kiank.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/conv_kiank.mp4 -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/conv_nn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/conv_nn.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/convblock_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/convblock_kiank.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/happy-house.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/happy-house.jpg -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/house-members.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/house-members.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/idblock2_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/idblock2_kiank.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/idblock3_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/idblock3_kiank.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/max_pool.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/max_pool.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/max_pool1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/max_pool1.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/model.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/my_image.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/my_image.jpg -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/resnet_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/resnet_kiank.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/signs_data_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/signs_data_kiank.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/skip_connection_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/skip_connection_kiank.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/thumbs_up.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/thumbs_up.jpg -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/vanishing_grad_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/vanishing_grad_kiank.png -------------------------------------------------------------------------------- /Convolutional Neural Networks/images/vert_horiz_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Convolutional Neural Networks/images/vert_horiz_kiank.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Gradient Checking.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Gradient Checking.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Initialization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Initialization.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Optimization methods.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Optimization methods.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Regularization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Regularization.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Tensorflow Tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Tensorflow Tutorial.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Week 1 Quiz - Practical aspects of deep learning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Week 1 Quiz - Practical aspects of deep learning.md -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Week 2 Quiz - Optimization algorithms.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Week 2 Quiz - Optimization algorithms.md -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworks.md -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/1Dgrad_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/1Dgrad_kiank.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/NDgrad_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/NDgrad_kiank.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/cost.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/cost.jpg -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/dictionary_to_vector.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/dictionary_to_vector.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/dropout1_kiank.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/dropout1_kiank.mp4 -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/dropout2_kiank.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/dropout2_kiank.mp4 -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/field_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/field_kiank.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/hands.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/hands.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_minibatch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_minibatch.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_partition.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_partition.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_sgd.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_sgd.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_shuffle.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/kiank_shuffle.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/onehot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/onehot.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/opt_momentum.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/opt_momentum.png -------------------------------------------------------------------------------- /Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/thumbs_up.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimization/images/thumbs_up.jpg -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/LICENSE -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/Building your Deep Neural Network - Step by Step.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/Building your Deep Neural Network - Step by Step.ipynb -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/Deep Neural Network - Application.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/Deep Neural Network - Application.ipynb -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/Logistic Regression with a Neural Network mindset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/Logistic Regression with a Neural Network mindset.ipynb -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/Planar data classification with one hidden layer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/Planar data classification with one hidden layer.ipynb -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/Week 1 Quiz - Introduction to deep learning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/Week 1 Quiz - Introduction to deep learning.md -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/Week 2 Quiz - Neural Network Basics.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/Week 2 Quiz - Neural Network Basics.md -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/Week 3 Quiz - Shallow Neural Networks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/Week 3 Quiz - Shallow Neural Networks.md -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/Week 4 Quiz - Key concepts on Deep Neural Networks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/Week 4 Quiz - Key concepts on Deep Neural Networks.md -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/2layerNN_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/2layerNN_kiank.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/LlayerNN_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/LlayerNN_kiank.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/LogReg_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/LogReg_kiank.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/backprop_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/backprop_kiank.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/classification_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/classification_kiank.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/final outline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/final outline.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/grad_summary.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/grad_summary.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/imvectorkiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/imvectorkiank.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/linearback_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/linearback_kiank.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/mn_backward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/mn_backward.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/model_architecture_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/model_architecture_kiank.png -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/my_image.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/my_image.jpg -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/sgd.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/sgd.gif -------------------------------------------------------------------------------- /Neural Networks and Deep Learning/images/sgd_bad.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Neural Networks and Deep Learning/images/sgd_bad.gif -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/README.md -------------------------------------------------------------------------------- /Sequence Models/Building a Recurrent Neural Network - Step by Step - v2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/Building a Recurrent Neural Network - Step by Step - v2.ipynb -------------------------------------------------------------------------------- /Sequence Models/Dinosaurus Island -- Character level language model final - v3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/Dinosaurus Island -- Character level language model final - v3.ipynb -------------------------------------------------------------------------------- /Sequence Models/Emojify - v2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/Emojify - v2.ipynb -------------------------------------------------------------------------------- /Sequence Models/Improvise a Jazz Solo with an LSTM Network - v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/Improvise a Jazz Solo with an LSTM Network - v1.ipynb -------------------------------------------------------------------------------- /Sequence Models/Neural machine translation with attention - v2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/Neural machine translation with attention - v2.ipynb -------------------------------------------------------------------------------- /Sequence Models/Operations on word vectors - v2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/Operations on word vectors - v2.ipynb -------------------------------------------------------------------------------- /Sequence Models/Trigger word detection - v1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/Trigger word detection - v1.ipynb -------------------------------------------------------------------------------- /Sequence Models/images/1-hot-vector.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/1-hot-vector.png -------------------------------------------------------------------------------- /Sequence Models/images/LSTM.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/LSTM.png -------------------------------------------------------------------------------- /Sequence Models/images/LSTM_rnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/LSTM_rnn.png -------------------------------------------------------------------------------- /Sequence Models/images/RNN.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/RNN.png -------------------------------------------------------------------------------- /Sequence Models/images/attn_mechanism.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/attn_mechanism.png -------------------------------------------------------------------------------- /Sequence Models/images/attn_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/attn_model.png -------------------------------------------------------------------------------- /Sequence Models/images/clip.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/clip.png -------------------------------------------------------------------------------- /Sequence Models/images/cosine_sim.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/cosine_sim.png -------------------------------------------------------------------------------- /Sequence Models/images/data_set.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/data_set.png -------------------------------------------------------------------------------- /Sequence Models/images/dataset_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/dataset_kiank.png -------------------------------------------------------------------------------- /Sequence Models/images/date_attention.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/date_attention.png -------------------------------------------------------------------------------- /Sequence Models/images/date_attention2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/date_attention2.png -------------------------------------------------------------------------------- /Sequence Models/images/dino.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/dino.jpg -------------------------------------------------------------------------------- /Sequence Models/images/dinos3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/dinos3.png -------------------------------------------------------------------------------- /Sequence Models/images/emb_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/emb_kiank.png -------------------------------------------------------------------------------- /Sequence Models/images/embedding1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/embedding1.png -------------------------------------------------------------------------------- /Sequence Models/images/emo_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/emo_model.png -------------------------------------------------------------------------------- /Sequence Models/images/emojifier-v2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/emojifier-v2.png -------------------------------------------------------------------------------- /Sequence Models/images/emojifierv1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/emojifierv1.png -------------------------------------------------------------------------------- /Sequence Models/images/emojify_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/emojify_model.png -------------------------------------------------------------------------------- /Sequence Models/images/emojiss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/emojiss.png -------------------------------------------------------------------------------- /Sequence Models/images/equalize10.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/equalize10.png -------------------------------------------------------------------------------- /Sequence Models/images/image_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/image_1.png -------------------------------------------------------------------------------- /Sequence Models/images/initial_state.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/initial_state.png -------------------------------------------------------------------------------- /Sequence Models/images/jazz.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/jazz.jpg -------------------------------------------------------------------------------- /Sequence Models/images/label_diagram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/label_diagram.png -------------------------------------------------------------------------------- /Sequence Models/images/lookup.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/lookup.png -------------------------------------------------------------------------------- /Sequence Models/images/mangosaurus.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/mangosaurus.jpeg -------------------------------------------------------------------------------- /Sequence Models/images/model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/model.png -------------------------------------------------------------------------------- /Sequence Models/images/model_trigger.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/model_trigger.png -------------------------------------------------------------------------------- /Sequence Models/images/music_gen.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/music_gen.png -------------------------------------------------------------------------------- /Sequence Models/images/music_generation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/music_generation.png -------------------------------------------------------------------------------- /Sequence Models/images/neutral.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/neutral.png -------------------------------------------------------------------------------- /Sequence Models/images/neutralize.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/neutralize.png -------------------------------------------------------------------------------- /Sequence Models/images/neutralize_kiank.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/neutralize_kiank.png -------------------------------------------------------------------------------- /Sequence Models/images/ones_reference.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/ones_reference.png -------------------------------------------------------------------------------- /Sequence Models/images/poorly_trained_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/poorly_trained_model.png -------------------------------------------------------------------------------- /Sequence Models/images/rnn1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/rnn1.png -------------------------------------------------------------------------------- /Sequence Models/images/rnn_cell_backprop.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/rnn_cell_backprop.png -------------------------------------------------------------------------------- /Sequence Models/images/rnn_step_forward.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/rnn_step_forward.png -------------------------------------------------------------------------------- /Sequence Models/images/shakespeare.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/shakespeare.jpg -------------------------------------------------------------------------------- /Sequence Models/images/sound.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/sound.png -------------------------------------------------------------------------------- /Sequence Models/images/spectrogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/spectrogram.png -------------------------------------------------------------------------------- /Sequence Models/images/table.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/table.png -------------------------------------------------------------------------------- /Sequence Models/images/train_label.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/train_label.png -------------------------------------------------------------------------------- /Sequence Models/images/train_reference.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/train_reference.png -------------------------------------------------------------------------------- /Sequence Models/images/woebot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/images/woebot.png -------------------------------------------------------------------------------- /Sequence Models/rnn_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Sequence Models/rnn_utils.py -------------------------------------------------------------------------------- /Structuring Machine Learning Projects/Week 1 Quiz - Bird recognition in the city of Peacetopia (case study).md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Structuring Machine Learning Projects/Week 1 Quiz - Bird recognition in the city of Peacetopia (case study).md -------------------------------------------------------------------------------- /Structuring Machine Learning Projects/Week 2 Quiz - Autonomous driving (case study).md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nicknochnack/deep-learning-coursera/HEAD/Structuring Machine Learning Projects/Week 2 Quiz - Autonomous driving (case study).md --------------------------------------------------------------------------------