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[ WebToolTip.com ] Udemy - Python for Deep Learning - Build Neural Networks in Python
Size 785.34 MB
Files 124
Info Hash: 1B9D826F935EF6FF69DB592DEA79FDCF76339726
Indexed 2025-12-14 06:41:08
Updated 2025-12-29 20:41:35
📂 File List (124)
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Get Bonus Downloads Here.url
180 B
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~Get Your Files Here !/1 - Introduction to Deep Learning/1 - What is a Deep Learning.en_US.vtt
3.39 KB
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~Get Your Files Here !/1 - Introduction to Deep Learning/1 - What is a Deep Learning.mp4
11.64 MB
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~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - ANN_Codes.ipynb
2.73 MB
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~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - CNN_Codes.ipynb
5.18 KB
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~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - Churn_Modelling.csv
668.81 KB
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~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - Course Slides.pdf
4.31 MB
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~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - mnist_test.csv
17.46 MB
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~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials - mnist_train.csv
104.56 MB
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~Get Your Files Here !/1 - Introduction to Deep Learning/2 - Course Materials.html
148 B
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~Get Your Files Here !/1 - Introduction to Deep Learning/3 - Why is Deep Learning Important.en_US.vtt
1.83 KB
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~Get Your Files Here !/1 - Introduction to Deep Learning/3 - Why is Deep Learning Important.mp4
7.15 MB
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~Get Your Files Here !/1 - Introduction to Deep Learning/4 - Software and Frameworks.en_US.vtt
799 B
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~Get Your Files Here !/1 - Introduction to Deep Learning/4 - Software and Frameworks.mp4
5.39 MB
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~Get Your Files Here !/10 - Implementation of CNN in Python/1 - Dataset.en_US.vtt
850 B
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~Get Your Files Here !/10 - Implementation of CNN in Python/1 - Dataset.mp4
6.18 MB
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~Get Your Files Here !/10 - Implementation of CNN in Python/2 - Importing libraries.en_US.vtt
2.15 KB
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~Get Your Files Here !/10 - Implementation of CNN in Python/2 - Importing libraries.mp4
11.09 MB
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~Get Your Files Here !/10 - Implementation of CNN in Python/3 - Building the CNN model.en_US.vtt
9.74 KB
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~Get Your Files Here !/10 - Implementation of CNN in Python/3 - Building the CNN model.mp4
47.58 MB
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~Get Your Files Here !/10 - Implementation of CNN in Python/4 - Accuracy of the model.en_US.vtt
689 B
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~Get Your Files Here !/10 - Implementation of CNN in Python/4 - Accuracy of the model.mp4
8.75 MB
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~Get Your Files Here !/11 - BONUS Section - Don't Miss Out/1 - BONUS Section - Don't Miss Out.html
893 B
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~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/1 - Introduction.en_US.vtt
1.27 KB
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~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/1 - Introduction.mp4
8.9 MB
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~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/2 - Anatomy and function of neurons.en_US.vtt
1.29 KB
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~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/2 - Anatomy and function of neurons.mp4
7.2 MB
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~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/3 - An introduction to the neural network.en_US.vtt
3.07 KB
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~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/3 - An introduction to the neural network.mp4
11.54 MB
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~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/4 - Architecture of a neural network.en_US.vtt
1.53 KB
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~Get Your Files Here !/2 - Artificial Neural Networks (ANN)/4 - Architecture of a neural network.mp4
9.13 MB
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~Get Your Files Here !/3 - Propagation of information in ANNs/1 - Feed-forward and Back Propagation Networks.en_US.vtt
1.11 KB
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~Get Your Files Here !/3 - Propagation of information in ANNs/1 - Feed-forward and Back Propagation Networks.mp4
5.78 MB
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~Get Your Files Here !/3 - Propagation of information in ANNs/2 - Backpropagation In Neural Networks.en_US.vtt
779 B
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~Get Your Files Here !/3 - Propagation of information in ANNs/2 - Backpropagation In Neural Networks.mp4
5.4 MB
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~Get Your Files Here !/3 - Propagation of information in ANNs/3 - Minimizing the cost function using backpropagation.en_US.vtt
1.41 KB
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~Get Your Files Here !/3 - Propagation of information in ANNs/3 - Minimizing the cost function using backpropagation.mp4
4.95 MB
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~Get Your Files Here !/4 - Neural Network Architectures/1 - Single layer perceptron (SLP) model.en_US.vtt
1009 B
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~Get Your Files Here !/4 - Neural Network Architectures/1 - Single layer perceptron (SLP) model.mp4
4.75 MB
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~Get Your Files Here !/4 - Neural Network Architectures/2 - Radial Basis Network (RBN).en_US.vtt
827 B
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~Get Your Files Here !/4 - Neural Network Architectures/2 - Radial Basis Network (RBN).mp4
4.39 MB
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~Get Your Files Here !/4 - Neural Network Architectures/3 - Multi-layer perceptron (MLP) Neural Network.en_US.vtt
717 B
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~Get Your Files Here !/4 - Neural Network Architectures/3 - Multi-layer perceptron (MLP) Neural Network.mp4
4.71 MB
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~Get Your Files Here !/4 - Neural Network Architectures/4 - Recurrent neural network (RNN).en_US.vtt
1.13 KB
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~Get Your Files Here !/4 - Neural Network Architectures/4 - Recurrent neural network (RNN).mp4
5.98 MB
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~Get Your Files Here !/4 - Neural Network Architectures/5 - Long Short-Term Memory (LSTM) networks.en_US.vtt
1.29 KB
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~Get Your Files Here !/4 - Neural Network Architectures/5 - Long Short-Term Memory (LSTM) networks.mp4
6.55 MB
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~Get Your Files Here !/4 - Neural Network Architectures/6 - Hopfield neural network.en_US.vtt
1.11 KB
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~Get Your Files Here !/4 - Neural Network Architectures/6 - Hopfield neural network.mp4
5.3 MB
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~Get Your Files Here !/4 - Neural Network Architectures/7 - Boltzmann Machine Neural Network.en_US.vtt
841 B
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~Get Your Files Here !/4 - Neural Network Architectures/7 - Boltzmann Machine Neural Network.mp4
4.66 MB
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~Get Your Files Here !/5 - Activation Functions/1 - What is the Activation Function.en_US.vtt
1.65 KB
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~Get Your Files Here !/5 - Activation Functions/1 - What is the Activation Function.mp4
8.6 MB
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~Get Your Files Here !/5 - Activation Functions/2 - Important Terminologies.en_US.vtt
674 B
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~Get Your Files Here !/5 - Activation Functions/2 - Important Terminologies.mp4
4.63 MB
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~Get Your Files Here !/5 - Activation Functions/3 - The sigmoid function.en_US.vtt
2 KB
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~Get Your Files Here !/5 - Activation Functions/3 - The sigmoid function.mp4
7.07 MB
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~Get Your Files Here !/5 - Activation Functions/4 - Hyperbolic tangent function.en_US.vtt
1.2 KB
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~Get Your Files Here !/5 - Activation Functions/4 - Hyperbolic tangent function.mp4
6.31 MB
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~Get Your Files Here !/5 - Activation Functions/5 - Softmax function.en_US.vtt
821 B
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~Get Your Files Here !/5 - Activation Functions/5 - Softmax function.mp4
4.2 MB
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~Get Your Files Here !/5 - Activation Functions/6 - Rectified Linear Unit (ReLU) function.en_US.vtt
1.35 KB
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~Get Your Files Here !/5 - Activation Functions/6 - Rectified Linear Unit (ReLU) function.mp4
5.29 MB
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~Get Your Files Here !/5 - Activation Functions/7 - Leaky Rectified Linear Unit function.en_US.vtt
776 B
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~Get Your Files Here !/5 - Activation Functions/7 - Leaky Rectified Linear Unit function.mp4
3.96 MB
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~Get Your Files Here !/6 - Gradient Descent Algorithm/1 - What is Gradient Decent.en_US.vtt
1.83 KB
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~Get Your Files Here !/6 - Gradient Descent Algorithm/1 - What is Gradient Decent.mp4
9.43 MB
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~Get Your Files Here !/6 - Gradient Descent Algorithm/2 - What is Stochastic Gradient Decent.en_US.vtt
1.75 KB
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~Get Your Files Here !/6 - Gradient Descent Algorithm/2 - What is Stochastic Gradient Decent.mp4
6.04 MB
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~Get Your Files Here !/6 - Gradient Descent Algorithm/3 - Gradient Decent vs Stochastic Gradient Decent.en_US.vtt
728 B
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~Get Your Files Here !/6 - Gradient Descent Algorithm/3 - Gradient Decent vs Stochastic Gradient Decent.mp4
6.16 MB
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~Get Your Files Here !/7 - Summary Overview of Neural Networks/1 - How artificial neural networks work.en_US.vtt
3.36 KB
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~Get Your Files Here !/7 - Summary Overview of Neural Networks/1 - How artificial neural networks work.mp4
23.23 MB
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~Get Your Files Here !/7 - Summary Overview of Neural Networks/2 - Advantages of Neural Networks.en_US.vtt
1.08 KB
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~Get Your Files Here !/7 - Summary Overview of Neural Networks/2 - Advantages of Neural Networks.mp4
4.17 MB
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~Get Your Files Here !/7 - Summary Overview of Neural Networks/3 - Disadvantages of Neural Networks.en_US.vtt
693 B
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~Get Your Files Here !/7 - Summary Overview of Neural Networks/3 - Disadvantages of Neural Networks.mp4
3.39 MB
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~Get Your Files Here !/7 - Summary Overview of Neural Networks/4 - Applications of Neural Networks.en_US.vtt
1.85 KB
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~Get Your Files Here !/7 - Summary Overview of Neural Networks/4 - Applications of Neural Networks.mp4
6.43 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/1 - Introduction.en_US.vtt
575 B
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~Get Your Files Here !/8 - Implementation of ANN in Python/1 - Introduction.mp4
4.7 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/10 - Feature scaling.en_US.vtt
3.4 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/10 - Feature scaling.mp4
23.44 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/11 - Building the Artificial Neural Network.en_US.vtt
1.66 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/11 - Building the Artificial Neural Network.mp4
15.93 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/12 - Adding the input layer and the first hidden layer.en_US.vtt
2.77 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/12 - Adding the input layer and the first hidden layer.mp4
23.52 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/13 - Adding the next hidden layer.en_US.vtt
1.1 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/13 - Adding the next hidden layer.mp4
11.22 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/14 - Adding the output layer.en_US.vtt
1.42 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/14 - Adding the output layer.mp4
12.17 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/15 - Compiling the artificial neural network.en_US.vtt
2.58 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/15 - Compiling the artificial neural network.mp4
19.63 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/16 - Fitting the ANN model to the training set.en_US.vtt
2.03 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/16 - Fitting the ANN model to the training set.mp4
22.45 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/17 - Predicting the test set results.en_US.vtt
4.06 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/17 - Predicting the test set results.mp4
25.94 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/2 - Exploring the dataset.en_US.vtt
1.13 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/2 - Exploring the dataset.mp4
11.46 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/3 - Problem Statement.en_US.vtt
747 B
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~Get Your Files Here !/8 - Implementation of ANN in Python/3 - Problem Statement.mp4
3.21 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/4 - Data Pre-processing.en_US.vtt
3.47 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/4 - Data Pre-processing.mp4
13.67 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/5 - Loading the dataset.en_US.vtt
1.09 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/5 - Loading the dataset.mp4
9.18 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/6 - Splitting the dataset into independent and dependent variables.en_US.vtt
2.75 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/6 - Splitting the dataset into independent and dependent variables.mp4
22.81 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/7 - Label encoding using scikit-learn.en_US.vtt
3.92 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/7 - Label encoding using scikit-learn.mp4
28.03 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/8 - One-hot encoding using scikit-learn.en_US.vtt
5.79 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/8 - One-hot encoding using scikit-learn.mp4
37.86 MB
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~Get Your Files Here !/8 - Implementation of ANN in Python/9 - Training and Test Sets Splitting Data.en_US.vtt
3.07 KB
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~Get Your Files Here !/8 - Implementation of ANN in Python/9 - Training and Test Sets Splitting Data.mp4
26.45 MB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/1 - Introduction.en_US.vtt
3.75 KB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/1 - Introduction.mp4
20.99 MB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/2 - Components of convolutional neural networks.en_US.vtt
897 B
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/2 - Components of convolutional neural networks.mp4
5.89 MB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/3 - Convolution Layer.en_US.vtt
3.23 KB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/3 - Convolution Layer.mp4
11.99 MB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/4 - Pooling Layer.en_US.vtt
1.82 KB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/4 - Pooling Layer.mp4
9.69 MB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/5 - Fully connected Layer.en_US.vtt
1.7 KB
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~Get Your Files Here !/9 - Convolutional Neural Networks (CNN)/5 - Fully connected Layer.mp4
9.38 MB
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~Get Your Files Here !/Bonus Resources.txt
70 B
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