[ WebToolTip.com ] Udemy - Python for Deep Learning - Build Neural Networks in Python

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Get Bonus Downloads Here.url

180 B

~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

12 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 - CNN_Codes.ipynb

5.2 kB

~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - Churn_Modelling.csv

669 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

18 MB

~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - mnist_train.csv

105 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 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

48 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

12 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 - Propagation of information in ANNs/1 - Feed-forward and Back Propagation Networks.en_US.vtt

1.1 kB

~Get Your Files Here !/3 - Propagation of information in ANNs/1 - Feed-forward and Back Propagation Networks.mp4

5.8 MB

~Get Your Files Here !/3 - Propagation of information in ANNs/2 - Backpropagation In Neural Networks.en_US.vtt

779 B

~Get Your Files Here !/3 - Propagation of information in ANNs/2 - Backpropagation In Neural Networks.mp4

5.4 MB

~Get Your Files Here !/3 - Propagation of information in ANNs/3 - Minimizing the cost function using backpropagation.en_US.vtt

1.4 kB

~Get Your Files Here !/3 - Propagation of information in ANNs/3 - Minimizing the cost function using backpropagation.mp4

5.0 MB

~Get Your Files Here !/4 - Neural Network Architectures/1 - Single layer perceptron (SLP) model.en_US.vtt

1009 B

~Get Your Files Here !/4 - Neural Network Architectures/1 - Single layer perceptron (SLP) model.mp4

4.7 MB

~Get Your Files Here !/4 - Neural Network Architectures/2 - Radial Basis Network (RBN).en_US.vtt

827 B

~Get Your Files Here !/4 - 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

6.0 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

2.0 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 - Activation Functions/6 - Rectified Linear Unit (ReLU) function.en_US.vtt

1.4 kB

~Get Your Files Here !/5 - Activation Functions/6 - Rectified Linear Unit (ReLU) function.mp4

5.3 MB

~Get Your Files Here !/5 - Activation Functions/7 - Leaky Rectified Linear Unit function.en_US.vtt

776 B

~Get Your Files Here !/5 - Activation Functions/7 - Leaky Rectified Linear Unit function.mp4

4.0 MB

~Get Your Files Here !/6 - Gradient Descent Algorithm/1 - What is Gradient Decent.en_US.vtt

1.8 kB

~Get Your Files Here !/6 - Gradient Descent Algorithm/1 - What is Gradient Decent.mp4

9.4 MB

~Get Your Files Here !/6 - Gradient Descent Algorithm/2 - What is Stochastic Gradient Decent.en_US.vtt

1.8 kB

~Get Your Files Here !/6 - Gradient Descent Algorithm/2 - What is Stochastic Gradient Decent.mp4

6.0 MB

~Get Your Files Here !/6 - Gradient Descent Algorithm/3 - Gradient Decent vs Stochastic Gradient Decent.en_US.vtt

728 B

~Get Your Files Here !/6 - Gradient Descent Algorithm/3 - Gradient Decent vs Stochastic Gradient Decent.mp4

6.2 MB

~Get Your Files Here !/7 - Summary Overview of Neural Networks/1 - How artificial neural networks work.en_US.vtt

3.4 kB

~Get Your Files Here !/7 - Summary Overview of Neural Networks/1 - How artificial neural networks work.mp4

23 MB

~Get Your Files Here !/7 - Summary Overview of Neural Networks/2 - Advantages of Neural Networks.en_US.vtt

1.1 kB

~Get Your Files Here !/7 - Summary Overview of Neural Networks/2 - Advantages of Neural Networks.mp4

4.2 MB

~Get Your Files Here !/7 - Summary Overview of Neural Networks/3 - Disadvantages of Neural Networks.en_US.vtt

693 B

~Get Your Files Here !/7 - Summary Overview of Neural Networks/3 - Disadvantages of Neural Networks.mp4

3.4 MB

~Get Your Files Here !/7 - Summary Overview of Neural Networks/4 - Applications of Neural Networks.en_US.vtt

1.8 kB

~Get Your Files Here !/7 - Summary Overview of Neural Networks/4 - Applications of Neural Networks.mp4

6.4 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/1 - Introduction.en_US.vtt

575 B

~Get Your Files Here !/8 - 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 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

16 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

24 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 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 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

20 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/16 - Fitting the ANN model to the training set.en_US.vtt

2.0 kB

~Get Your Files Here !/8 - Implementation of ANN in Python/16 - Fitting the ANN model to the training set.mp4

22 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

26 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

12 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/3 - Problem Statement.en_US.vtt

747 B

~Get Your Files Here !/8 - Implementation of ANN in Python/3 - Problem Statement.mp4

3.2 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/4 - Data Pre-processing.en_US.vtt

3.5 kB

~Get Your Files Here !/8 - Implementation of ANN in Python/4 - Data Pre-processing.mp4

14 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/5 - Loading the dataset.en_US.vtt

1.1 kB

~Get Your Files Here !/8 - Implementation of ANN in Python/5 - Loading the dataset.mp4

9.2 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/6 - Splitting the dataset into independent and dependent variables.en_US.vtt

2.8 kB

~Get Your Files Here !/8 - Implementation of ANN in Python/6 - Splitting the dataset into independent and dependent variables.mp4

23 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/7 - Label encoding using scikit-learn.en_US.vtt

3.9 kB

~Get Your Files Here !/8 - Implementation of ANN in Python/7 - Label encoding using scikit-learn.mp4

28 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/8 - One-hot encoding using scikit-learn.en_US.vtt

5.8 kB

~Get Your Files Here !/8 - Implementation of ANN in Python/8 - One-hot encoding using scikit-learn.mp4

38 MB

~Get Your Files Here !/8 - Implementation of ANN in Python/9 - Training and Test Sets Splitting Data.en_US.vtt

3.1 kB

~Get Your Files Here !/8 - Implementation of ANN in Python/9 - Training and Test Sets Splitting Data.mp4

26 MB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/1 - Introduction.en_US.vtt

3.8 kB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/1 - Introduction.mp4

21 MB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/2 - Components of convolutional neural networks.en_US.vtt

897 B

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/2 - Components of convolutional neural networks.mp4

5.9 MB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/3 - Convolution Layer.en_US.vtt

3.2 kB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/3 - Convolution Layer.mp4

12 MB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/4 - Pooling Layer.en_US.vtt

1.8 kB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/4 - Pooling Layer.mp4

9.7 MB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/5 - Fully connected Layer.en_US.vtt

1.7 kB

~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/5 - Fully connected Layer.mp4

9.4 MB

~Get Your Files Here !/Bonus Resources.txt

70 B