Filename Size ~Get Your Files Here !/1 - Introduction to Deep Learning/1 - What is a Deep Learning.en_US.vtt 3.4 KB ~Get Your Files Here !/1 - Introduction to Deep Learning/1 - What is a Deep Learning.mp4 11.6 MB ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - ANN_Codes.ipynb 2.7 MB ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - Churn_Modelling.csv 668.8 KB ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - CNN_Codes.ipynb 5.2 KB ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - Course Slides.pdf 4.3 MB ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - mnist_test.csv 17.5 MB ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - mnist_train.csv 104.6 MB ~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials.html 148 B ~Get Your Files Here !/1 - Introduction to Deep Learning/3 - Why is Deep Learning Important.en_US.vtt 1.8 KB ~Get Your Files Here !/1 - Introduction to Deep Learning/3 - Why is Deep Learning Important.mp4 7.1 MB ~Get Your Files Here !/1 - Introduction to Deep Learning/4 - Software and Frameworks.en_US.vtt 799 B ~Get Your Files Here !/1 - Introduction to Deep Learning/4 - Software and Frameworks.mp4 5.4 MB ~Get Your Files Here !/10 - Implementation of CNN in Python/1 - Dataset.en_US.vtt 850 B ~Get Your Files Here !/10 - Implementation of CNN in Python/1 - Dataset.mp4 6.2 MB ~Get Your Files Here !/10 - Implementation of CNN in Python/2 - Importing libraries.en_US.vtt 2.1 KB ~Get Your Files Here !/10 - Implementation of CNN in Python/2 - Importing libraries.mp4 11.1 MB ~Get Your Files Here !/10 - Implementation of CNN in Python/3 - Building the CNN model.en_US.vtt 9.7 KB ~Get Your Files Here !/10 - Implementation of CNN in Python/3 - Building the CNN model.mp4 47.6 MB ~Get Your Files Here !/10 - Implementation of CNN in Python/4 - Accuracy of the model.en_US.vtt 689 B ~Get Your Files Here !/10 - Implementation of CNN in Python/4 - Accuracy of the model.mp4 8.8 MB ~Get Your Files Here !/11 - BONUS Section - Don't Miss Out/1 - BONUS Section - Don't Miss Out.html 893 B ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/1 - Introduction.en_US.vtt 1.3 KB ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/1 - Introduction.mp4 8.9 MB ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/2 - Anatomy and function of neurons.en_US.vtt 1.3 KB ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/2 - Anatomy and function of neurons.mp4 7.2 MB ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/3 - An introduction to the neural network.en_US.vtt 3.1 KB ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/3 - An introduction to the neural network.mp4 11.5 MB ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/4 - Architecture of a neural network.en_US.vtt 1.5 KB ~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/4 - Architecture of a neural network.mp4 9.1 MB ~Get Your Files Here !/3 - 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Neural Network Architectures/2 - Radial Basis Network (RBN).mp4 4.4 MB ~Get Your Files Here !/4 - Neural Network Architectures/3 - Multi-layer perceptron (MLP) Neural Network.en_US.vtt 717 B ~Get Your Files Here !/4 - Neural Network Architectures/3 - Multi-layer perceptron (MLP) Neural Network.mp4 4.7 MB ~Get Your Files Here !/4 - Neural Network Architectures/4 - Recurrent neural network (RNN).en_US.vtt 1.1 KB ~Get Your Files Here !/4 - Neural Network Architectures/4 - Recurrent neural network (RNN).mp4 6 MB ~Get Your Files Here !/4 - Neural Network Architectures/5 - Long Short-Term Memory (LSTM) networks.en_US.vtt 1.3 KB ~Get Your Files Here !/4 - Neural Network Architectures/5 - Long Short-Term Memory (LSTM) networks.mp4 6.5 MB ~Get Your Files Here !/4 - Neural Network Architectures/6 - Hopfield neural network.en_US.vtt 1.1 KB ~Get Your Files Here !/4 - Neural Network Architectures/6 - Hopfield neural network.mp4 5.3 MB ~Get Your Files Here !/4 - Neural Network Architectures/7 - Boltzmann Machine Neural Network.en_US.vtt 841 B ~Get Your Files Here !/4 - Neural Network Architectures/7 - Boltzmann Machine Neural Network.mp4 4.7 MB ~Get Your Files Here !/5 - Activation Functions/1 - What is the Activation Function.en_US.vtt 1.6 KB ~Get Your Files Here !/5 - Activation Functions/1 - What is the Activation Function.mp4 8.6 MB ~Get Your Files Here !/5 - Activation Functions/2 - Important Terminologies.en_US.vtt 674 B ~Get Your Files Here !/5 - Activation Functions/2 - Important Terminologies.mp4 4.6 MB ~Get Your Files Here !/5 - Activation Functions/3 - The sigmoid function.en_US.vtt 2 KB ~Get Your Files Here !/5 - Activation Functions/3 - The sigmoid function.mp4 7.1 MB ~Get Your Files Here !/5 - Activation Functions/4 - Hyperbolic tangent function.en_US.vtt 1.2 KB ~Get Your Files Here !/5 - Activation Functions/4 - Hyperbolic tangent function.mp4 6.3 MB ~Get Your Files Here !/5 - Activation Functions/5 - Softmax function.en_US.vtt 821 B ~Get Your Files Here !/5 - Activation Functions/5 - Softmax function.mp4 4.2 MB ~Get Your Files Here !/5 - 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Implementation of ANN in Python/1 - Introduction.mp4 4.7 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/10 - Feature scaling.en_US.vtt 3.4 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/10 - Feature scaling.mp4 23.4 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/11 - Building the Artificial Neural Network.en_US.vtt 1.7 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/11 - Building the Artificial Neural Network.mp4 15.9 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/12 - Adding the input layer and the first hidden layer.en_US.vtt 2.8 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/12 - Adding the input layer and the first hidden layer.mp4 23.5 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/13 - Adding the next hidden layer.en_US.vtt 1.1 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/13 - Adding the next hidden layer.mp4 11.2 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/14 - Adding the output layer.en_US.vtt 1.4 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/14 - Adding the output layer.mp4 12.2 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/15 - Compiling the artificial neural network.en_US.vtt 2.6 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/15 - Compiling the artificial neural network.mp4 19.6 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/16 - Fitting the ANN model to the training set.en_US.vtt 2 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/16 - Fitting the ANN model to the training set.mp4 22.4 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/17 - Predicting the test set results.en_US.vtt 4.1 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/17 - Predicting the test set results.mp4 25.9 MB ~Get Your Files Here !/8 - Implementation of ANN in Python/2 - Exploring the dataset.en_US.vtt 1.1 KB ~Get Your Files Here !/8 - Implementation of ANN in Python/2 - Exploring the dataset.mp4 11.5 MB