A deep understanding of deep learning (with Python intro)

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Last Access Time	June 16, 2025, 6:26 p.m.
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[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/005 Examine feature map activations.mp4 260.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/004 Transferring the screaming bathtub.mp4 216.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/012 The EMNIST dataset (letter recognition).mp4 201.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/002 CNN to classify MNIST digits.mp4 200.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/013 Multi-output ANN (iris dataset).mp4 186.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/004 Classify Gaussian blurs.mp4 185.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/004 Dropout regularization in practice.mp4 183.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/006 Autoencoder with tied weights.mp4 177.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/003 Convolution in code.mp4 173.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/006 Cross-validation -- DataLoader.mp4 172.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/002 Linear GAN with MNIST.mp4 169.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/009 Learning rates comparison.mp4 168.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/003 CodeChallenge_ unbalanced data.mp4 166.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/003 FFN to classify digits.mp4 161.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/005 The latent code of MNIST.mp4 161.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/018 Model depth vs. breadth.mp4 158.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/007 Data feature augmentation.mp4 158.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/007 Pretraining with autoencoders.mp4 156.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/004 Project 2_ My solution.mp4 155.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/008 CIFAR10 with autoencoder-pretrained model.mp4 153.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/008 ANN for classifying qwerties.mp4 151.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/005 Transfer learning with ResNet-18.mp4 148.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/008 Do autoencoders clean Gaussians_.mp4 147.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/009 Learning-related changes in weights.mp4 146.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/010 Multilayer ANN.mp4 144.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/002 The _wine quality_ dataset.mp4 143.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/005 Cross-validation -- scikitlearn.mp4 142.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/25 Where to go from here_/002 How to read academic DL papers.mp4 141.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/012 Creating and using custom DataLoaders.mp4 139.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/007 CodeChallenge_ manipulate regression slopes.mp4 139.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/004 AEs for occlusion.mp4 138.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/015 Loss functions in PyTorch.mp4 138.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/011 Discover the Gaussian parameters.mp4 136.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/003 Dropout regularization.mp4 136.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/001 Anatomy of a torch dataset and dataloader.mp4 135.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/004 CNN GAN with Gaussians.mp4 135.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/002 Data size and network size.mp4 135.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/007 Parametric experiments on g.d.mp4 135.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/006 ANN for regression.mp4 135.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/003 CodeChallenge_ How many units_.mp4 135.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/005 Xavier and Kaiming initializations.mp4 134.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/010 CodeChallenge_ Custom loss functions.mp4 132.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/016 Depth vs. breadth_ number of parameters.mp4 132.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/011 Image transforms.mp4 129.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/006 CodeChallenge_ Xavier vs. Kaiming.mp4 126.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/010 Save the best-performing model.mp4 126.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/005 Data oversampling in MNIST.mp4 122.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/013 CodeChallenge_ Predict sugar.mp4 122.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/002 A surprising demo of weight initializations.mp4 121.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/003 The role of DL in science and knowledge.mp4 121.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/006 CodeChallenge_ Softcode internal parameters.mp4 120.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/003 Gradient descent in 1D.mp4 119.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/003 CodeChallenge_ Minibatch size in the wine dataset.mp4 118.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/003 CodeChallenge_ letters to numbers.mp4 118.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/002 Project 1_ My solution.mp4 118.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/002 Denoising MNIST.mp4 118.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/006 Distributions of weights pre- and post-learning.mp4 116.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/005 Are artificial _neurons_ like biological neurons_.mp4 114.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/008 CodeChallenge_ fixed vs. dynamic learning rate.mp4 114.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/007 L2 regularization in practice.mp4 110.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/008 Classes and object-oriented programming.mp4 108.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/004 Making the graphs look nicer.mp4 107.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/004 APRF example 1_ wine quality.mp4 107.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/006 Data noise augmentation (with devset+test).mp4 106.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/010 Entropy and cross-entropy.mp4 106.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/004 CodeChallenge_ Weight variance inits.mp4 104.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/002 The MNIST dataset.mp4 101.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/005 The Conv2 class in PyTorch.mp4 100.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/010 Function error checking and handling.mp4 99.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/016 More practice with multioutput ANNs.mp4 99.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/002 Project 1_ My solution.mp4 99.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/008 L1 regularization in practice.mp4 99.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/005 APRF example 2_ MNIST.mp4 98.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/004 Cross-validation -- manual separation.mp4 98.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/017 Optimizers (minibatch, momentum).mp4 98.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/001 Convolution_ concepts.mp4 98.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/009 Activation functions.mp4 97.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/023 Learning rate decay.mp4 96.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/001 Transfer learning_ What, why, and when_.mp4 96.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/005 CodeChallenge_ Data normalization.mp4 96.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/008 Softmax.mp4 96.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/005 Gradient descent in 2D.mp4 95.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/012 CodeChallenge_ Effects of mini-batch size.mp4 95.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/007 CodeChallenge_ MNIST and breadth vs. depth.mp4 95.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/014 CodeChallenge_ more qwerties!.mp4 95.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/001 Printing and string interpolation.mp4 94.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/007 CodeChallenge_ How wide the FC_.mp4 94.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/006 Images.mp4 93.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/008 Freezing weights during learning.mp4 93.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/007 Transpose convolution.mp4 92.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/015 CodeChallenge_ Varying number of channels.mp4 92.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/010 Activation functions in PyTorch.mp4 91.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/002 If-else statements, part 2.mp4 91.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/008 while loops.mp4 91.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/006 Initializing variables.mp4 91.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/002 Transfer learning_ MNIST -_ FMNIST.mp4 90.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/014 Loss functions.mp4 90.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/001 GAN_ What, why, and how.mp4 89.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/017 Defining models using sequential vs. class.mp4 89.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/009 CodeChallenge_ AEs and occluded Gaussians.mp4 89.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/010 Batch training in action.mp4 89.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/008 Max_mean pooling.mp4 89.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/17 Running models on a GPU/001 What is a GPU and why use it_.mp4 88.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/005 Creating functions.mp4 88.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/011 Min_max and argmin_argmax.mp4 88.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/002 Cross-validation.mp4 88.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/007 CodeChallenge_ Identically random weights.mp4 88.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/003 For loops.mp4 87.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/020 Optimizers comparison.mp4 86.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/003 Subplot geometry.mp4 86.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/007 Matrix multiplication.mp4 85.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/013 Random sampling and sampling variability.mp4 85.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/006 Weight regularization (L1_L2)_ math.mp4 85.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/001 The perceptron and ANN architecture.mp4 83.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/013 Dropout in CNNs.mp4 82.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/007 Computation time.mp4 81.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/015 The t-test.mp4 81.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/003 Python libraries (pandas).mp4 81.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/009 Pooling in PyTorch.mp4 81.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/012 Mean and variance.mp4 80.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/016 Derivatives_ intuition and polynomials.mp4 80.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/001 Regularization_ Concept and methods.mp4 80.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/003 Theory_ Why and how to initialize weights.mp4 79.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/007 Splitting data into train, devset, test.mp4 79.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/003 Math and printing.mp4 78.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/010 Shifted MNIST.mp4 77.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/002 Variables.mp4 77.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/004 CodeChallenge_ unfortunate starting value.mp4 77.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/007 Booleans.mp4 76.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/006 Batch normalization.mp4 76.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/019 Optimizers (RMSprop, Adam).mp4 76.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/17 Running models on a GPU/002 Implementation.mp4 76.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/005 Project 4_ Psychometric functions in CNNs.mp4 76.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/006 Project 3_ My solution.mp4 75.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/004 Will deep learning take our jobs_.mp4 75.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/007 Single-line loops (list comprehension).mp4 75.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/004 Running experiments to understand DL.mp4 74.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/011 CodeChallenge_ The mystery of the missing 7.mp4 74.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/011 Activation functions comparison.mp4 73.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/001 What is overfitting and is it as bad as they say_.mp4 73.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/002 How models _learn_.mp4 72.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/002 Accuracy, precision, recall, F1.mp4 72.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/015 Comparing the number of hidden units.mp4 71.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/009 Broadcasting in numpy.mp4 71.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/002 A geometric view of ANNs.mp4 70.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/002 Feature maps and convolution kernels.mp4 70.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/005 Accountability and making ethical AI.mp4 70.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/014 Reproducible randomness via seeding.mp4 69.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/001 Explanation of weight matrix sizes.mp4 69.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/001 Overview of gradient descent.mp4 68.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/003 The style transfer algorithm.mp4 67.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/002 What about local minima_.mp4 67.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/004 Convolution parameters (stride, padding).mp4 66.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/001 If-else statements.mp4 66.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/002 The Gram matrix (feature activation covariance).mp4 66.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/003 Some other possible ethical scenarios.mp4 66.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/006 Global and local variable scopes.mp4 66.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/001 Will AI save us or destroy us_.mp4 65.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/001 What is an artificial neural network_.mp4 65.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/005 The importance of data normalization.mp4 64.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/012 CodeChallenge_ Compare relu variants.mp4 64.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/002 Python libraries (numpy).mp4 63.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/003 CodeChallenge_ Linear GAN with FMNIST.mp4 62.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/006 CodeChallenge_ MNIST with unequal groups.mp4 62.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/009 Training in mini-batches.mp4 62.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/018 SGD with momentum.mp4 62.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/007 Batch normalization in practice.mp4 61.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/024 How to pick the right metaparameters.mp4 61.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/007 CodeChallenge_ CNN GAN with CIFAR.mp4 60.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/008 Cross-validation on regression.mp4 60.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/009 Scrambled MNIST.mp4 60.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/011 The importance of equal batch sizes.mp4 60.1 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/004 Data normalization.mp4 59.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/005 Seaborn.mp4 59.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/006 CodeChallenge_ Choose the parameters.mp4 58.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/004 Enumerate and zip.mp4 58.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/021 Reflection_ Are DL models understandable yet_.mp4 58.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/003 CNN on shifted MNIST.mp4 58.3 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/003 ANN math part 1 (forward prop).mp4 57.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/001 The canonical CNN architecture.mp4 55.8 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/009 Save and load trained models.mp4 55.7 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/018 Derivatives_ product and chain rules.mp4 55.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/010 To pool or to stride_.mp4 55.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/014 CodeChallenge_ How low can you go_.mp4 55.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/004 Lists (1 of 2).mp4 55.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/01 Introduction/001 How to learn from this course.mp4 55.0 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/006 CNN GAN with FMNIST.mp4 54.6 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/01 Introduction/002 Using Udemy like a pro.mp4 54.4 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/004 What to do about unbalanced designs_.mp4 54.2 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/005 Dropout example 2.mp4 53.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/002 Plotting dots and lines.mp4 53.9 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/005 CodeChallenge_ Style transfer with AlexNet.mp4 53.5 MB
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/005 CodeChallenge_ Gaussians with fewer layers.mp4 53.1 MB
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[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/005 Examine feature map activations.en.srt 40.5 KB
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