deep-learning-convolutional-neural-networks-theano-tensorflow/08 Appendix/028 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp443.92MB
deep-learning-convolutional-neural-networks-theano-tensorflow/08 Appendix/029 How to Code by Yourself part 1.mp424.53MB
deep-learning-convolutional-neural-networks-theano-tensorflow/08 Appendix/030 How to Code by Yourself part 2.mp414.8MB
deep-learning-convolutional-neural-networks-theano-tensorflow/03 Convolutional Neural Network Description/013 Architecture of a CNN.mp48.49MB
deep-learning-convolutional-neural-networks-theano-tensorflow/03 Convolutional Neural Network Description/014 Relationship to Biology.mp43.94MB
deep-learning-convolutional-neural-networks-theano-tensorflow/03 Convolutional Neural Network Description/015 Convolution and Pooling Gradients.mp44.21MB
deep-learning-convolutional-neural-networks-theano-tensorflow/03 Convolutional Neural Network Description/016 LeNet - How the Shapes Go Together.mp421.68MB
deep-learning-convolutional-neural-networks-theano-tensorflow/02 Convolution/011 Alternative Views on Convolution.mp49.82MB
deep-learning-convolutional-neural-networks-theano-tensorflow/04 Convolutional Neural Network in Theano/017 Theano - Building the CNN components.mp46.99MB
deep-learning-convolutional-neural-networks-theano-tensorflow/04 Convolutional Neural Network in Theano/018 Theano - Full CNN and Test on SVHN.mp439.36MB
deep-learning-convolutional-neural-networks-theano-tensorflow/04 Convolutional Neural Network in Theano/019 Visualizing the Learned Filters.mp48.93MB
deep-learning-convolutional-neural-networks-theano-tensorflow/05 Convolutional Neural Network in TensorFlow/020 TensorFlow - Building the CNN components.mp45.89MB
deep-learning-convolutional-neural-networks-theano-tensorflow/05 Convolutional Neural Network in TensorFlow/021 TensorFlow - Full CNN and Test on SVHN.mp424.05MB
deep-learning-convolutional-neural-networks-theano-tensorflow/07 Project Facial Expression Recognition/023 Facial Expression Recognition Problem Description.mp421.43MB
deep-learning-convolutional-neural-networks-theano-tensorflow/07 Project Facial Expression Recognition/024 The class imbalance problem.mp410.11MB
deep-learning-convolutional-neural-networks-theano-tensorflow/07 Project Facial Expression Recognition/026 Convolutional Net in Theano.mp451.68MB
deep-learning-convolutional-neural-networks-theano-tensorflow/07 Project Facial Expression Recognition/027 Convolutional Net in TensorFlow.mp447.68MB
deep-learning-convolutional-neural-networks-theano-tensorflow/01 Outline and Review/001 Introduction and Outline.mp42.92MB
deep-learning-convolutional-neural-networks-theano-tensorflow/01 Outline and Review/002 Review of Important Concepts.mp45.72MB
deep-learning-convolutional-neural-networks-theano-tensorflow/01 Outline and Review/003 Where to get the code and data for this course.mp45.59MB
deep-learning-convolutional-neural-networks-theano-tensorflow/01 Outline and Review/004 How to Succeed in this Course.mp49.52MB
deep-learning-convolutional-neural-networks-theano-tensorflow/01 Outline and Review/005 How to load the SVHN data and benchmark a vanilla deep network.mp410.06MB