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TutsNode.com.txt | 63.00 B |
[TGx]Downloaded from torrentgalaxy.to .txt | 585.00 B |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/01 Introduction/001 How to learn from this course.mp4 | 54.97 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/01 Introduction/002 Using Udemy like a pro.en.srt | 12.34 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/01 Introduction/002 Using Udemy like a pro.mp4 | 54.37 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/02 Download all course materials/001 Downloading and using the code.en.srt | 9.41 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/02 Download all course materials/001 Downloading and using the code.mp4 | 45.65 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/02 Download all course materials/002 My policy on code-sharing.en.srt | 2.52 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/02 Download all course materials/002 My policy on code-sharing.mp4 | 10.24 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/02 Download all course materials/003 DUDL_PythonCode.zip | 700.80 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/001 What is an artificial neural network_.en.srt | 21.30 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/001 What is an artificial neural network_.mp4 | 65.38 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/002 How models _learn_.en.srt | 18.75 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/002 How models _learn_.mp4 | 72.79 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.en.srt | 23.31 kB |
[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 | 121.55 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/004 Running experiments to understand DL.en.srt | 19.22 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/004 Running experiments to understand DL.mp4 | 74.84 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/005 Are artificial _neurons_ like biological neurons_.en.srt | 24.16 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/03 Concepts in deep learning/005 Are artificial _neurons_ like biological neurons_.mp4 | 114.65 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/04 About the Python tutorial/001 Should you watch the Python tutorial_.en.srt | 6.14 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/04 About the Python tutorial/001 Should you watch the Python tutorial_.mp4 | 23.77 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/001 Introduction to this section.en.srt | 2.90 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/001 Introduction to this section.mp4 | 11.12 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/002 Spectral theories in mathematics.en.srt | 13.58 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/002 Spectral theories in mathematics.mp4 | 51.06 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/003 Terms and datatypes in math and computers.en.srt | 10.68 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/003 Terms and datatypes in math and computers.mp4 | 38.08 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/004 Converting reality to numbers.en.srt | 9.57 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/004 Converting reality to numbers.mp4 | 33.21 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/005 Vector and matrix transpose.en.srt | 10.01 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/005 Vector and matrix transpose.mp4 | 37.66 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/006 OMG it's the dot product!.en.srt | 13.95 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/006 OMG it's the dot product!.mp4 | 50.11 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/007 Matrix multiplication.en.srt | 20.60 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/007 Matrix multiplication.mp4 | 85.67 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/008 Softmax.en.srt | 27.76 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/008 Softmax.mp4 | 95.96 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/009 Logarithms.en.srt | 11.47 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/009 Logarithms.mp4 | 43.88 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/010 Entropy and cross-entropy.mp4 | 106.00 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/011 Min_max and argmin_argmax.en.srt | 18.16 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/011 Min_max and argmin_argmax.mp4 | 88.21 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/012 Mean and variance.en.srt | 22.48 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/012 Mean and variance.mp4 | 80.57 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/013 Random sampling and sampling variability.en.srt | 16.36 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/013 Random sampling and sampling variability.mp4 | 85.42 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/014 Reproducible randomness via seeding.en.srt | 11.76 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/014 Reproducible randomness via seeding.mp4 | 69.70 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/015 The t-test.en.srt | 19.38 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/015 The t-test.mp4 | 81.36 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/016 Derivatives_ intuition and polynomials.en.srt | 24.42 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/016 Derivatives_ intuition and polynomials.mp4 | 80.30 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/017 Derivatives find minima.en.srt | 12.19 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/017 Derivatives find minima.mp4 | 45.47 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/018 Derivatives_ product and chain rules.en.srt | 13.53 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/05 Math, numpy, PyTorch/018 Derivatives_ product and chain rules.mp4 | 55.63 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/001 Overview of gradient descent.en.srt | 20.89 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/001 Overview of gradient descent.mp4 | 68.44 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/002 What about local minima_.en.srt | 17.17 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/002 What about local minima_.mp4 | 67.08 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/003 Gradient descent in 1D.en.srt | 24.75 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/003 Gradient descent in 1D.mp4 | 119.29 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/004 CodeChallenge_ unfortunate starting value.en.srt | 16.00 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/004 CodeChallenge_ unfortunate starting value.mp4 | 77.09 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/005 Gradient descent in 2D.en.srt | 21.35 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/005 Gradient descent in 2D.mp4 | 95.90 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/006 CodeChallenge_ 2D gradient ascent.en.srt | 7.53 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/006 CodeChallenge_ 2D gradient ascent.mp4 | 39.36 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/007 Parametric experiments on g.d.en.srt | 27.15 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/007 Parametric experiments on g.d.mp4 | 135.61 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/008 CodeChallenge_ fixed vs. dynamic learning rate.en.srt | 23.05 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/008 CodeChallenge_ fixed vs. dynamic learning rate.mp4 | 114.56 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/009 Vanishing and exploding gradients.en.srt | 9.06 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/009 Vanishing and exploding gradients.mp4 | 30.24 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/010 Tangent_ Notebook revision history.en.srt | 2.76 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/06 Gradient descent/010 Tangent_ Notebook revision history.mp4 | 22.18 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/001 The perceptron and ANN architecture.en.srt | 26.80 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/001 The perceptron and ANN architecture.mp4 | 83.64 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/002 A geometric view of ANNs.en.srt | 19.37 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/002 A geometric view of ANNs.mp4 | 70.88 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/003 ANN math part 1 (forward prop).en.srt | 17.39 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/003 ANN math part 1 (forward prop).mp4 | 57.90 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/004 ANN math part 2 (errors, loss, cost).en.srt | 13.89 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/004 ANN math part 2 (errors, loss, cost).mp4 | 48.47 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/005 ANN math part 3 (backprop).en.srt | 15.23 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/005 ANN math part 3 (backprop).mp4 | 52.89 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/006 ANN for regression.en.srt | 35.85 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/006 ANN for regression.mp4 | 135.50 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/007 CodeChallenge_ manipulate regression slopes.en.srt | 28.31 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/007 CodeChallenge_ manipulate regression slopes.mp4 | 139.12 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/008 ANN for classifying qwerties.en.srt | 34.00 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/008 ANN for classifying qwerties.mp4 | 151.12 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/009 Learning rates comparison.en.srt | 36.24 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/009 Learning rates comparison.mp4 | 168.64 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/010 Multilayer ANN.en.srt | 29.40 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/010 Multilayer ANN.mp4 | 144.70 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/011 Linear solutions to linear problems.en.srt | 12.17 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/011 Linear solutions to linear problems.mp4 | 50.37 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/012 Why multilayer linear models don't exist.en.srt | 9.21 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/012 Why multilayer linear models don't exist.mp4 | 26.46 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/013 Multi-output ANN (iris dataset).en.srt | 37.47 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/013 Multi-output ANN (iris dataset).mp4 | 186.77 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/014 CodeChallenge_ more qwerties!.en.srt | 17.79 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/014 CodeChallenge_ more qwerties!.mp4 | 95.10 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/015 Comparing the number of hidden units.en.srt | 14.62 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/015 Comparing the number of hidden units.mp4 | 71.15 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/016 Depth vs. breadth_ number of parameters.en.srt | 25.73 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/016 Depth vs. breadth_ number of parameters.mp4 | 132.07 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/017 Defining models using sequential vs. class.en.srt | 19.17 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/017 Defining models using sequential vs. class.mp4 | 89.48 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/018 Model depth vs. breadth.en.srt | 30.90 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/018 Model depth vs. breadth.mp4 | 158.91 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/019 CodeChallenge_ convert sequential to class.en.srt | 9.73 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/019 CodeChallenge_ convert sequential to class.mp4 | 51.44 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/020 Diversity of ANN visual representations.html | 1.40 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/021 Reflection_ Are DL models understandable yet_.en.srt | 12.37 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/07 ANNs/021 Reflection_ Are DL models understandable yet_.mp4 | 58.59 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_.en.srt | 18.32 kB |
[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 | 73.13 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/002 Cross-validation.en.srt | 24.96 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/002 Cross-validation.mp4 | 88.19 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/003 Generalization.en.srt | 8.82 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/003 Generalization.mp4 | 32.44 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/004 Cross-validation -- manual separation.en.srt | 18.59 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/004 Cross-validation -- manual separation.mp4 | 98.30 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/005 Cross-validation -- scikitlearn.en.srt | 30.46 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/005 Cross-validation -- scikitlearn.mp4 | 142.88 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/006 Cross-validation -- DataLoader.en.srt | 28.57 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/006 Cross-validation -- DataLoader.mp4 | 172.32 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/007 Splitting data into train, devset, test.en.srt | 13.82 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/007 Splitting data into train, devset, test.mp4 | 79.21 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/008 Cross-validation on regression.en.srt | 11.99 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/08 Overfitting and cross-validation/008 Cross-validation on regression.mp4 | 60.35 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/001 Regularization_ Concept and methods.en.srt | 19.02 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/001 Regularization_ Concept and methods.mp4 | 80.05 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/002 train() and eval() modes.en.srt | 10.19 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/002 train() and eval() modes.mp4 | 38.34 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/003 Dropout regularization.en.srt | 31.17 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/003 Dropout regularization.mp4 | 136.03 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/004 Dropout regularization in practice.en.srt | 33.37 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/004 Dropout regularization in practice.mp4 | 183.23 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/005 Dropout example 2.en.srt | 9.18 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/005 Dropout example 2.mp4 | 53.87 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/006 Weight regularization (L1_L2)_ math.en.srt | 27.07 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/006 Weight regularization (L1_L2)_ math.mp4 | 85.41 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/007 L2 regularization in practice.en.srt | 18.97 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/007 L2 regularization in practice.mp4 | 110.47 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/008 L1 regularization in practice.en.srt | 17.44 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/008 L1 regularization in practice.mp4 | 99.44 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/009 Training in mini-batches.en.srt | 16.88 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/009 Training in mini-batches.mp4 | 62.12 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/010 Batch training in action.en.srt | 15.65 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/010 Batch training in action.mp4 | 89.10 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/011 The importance of equal batch sizes.en.srt | 9.47 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/011 The importance of equal batch sizes.mp4 | 60.11 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/012 CodeChallenge_ Effects of mini-batch size.en.srt | 18.09 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/09 Regularization/012 CodeChallenge_ Effects of mini-batch size.mp4 | 95.42 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/001 What are _metaparameters__.en.srt | 7.35 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/001 What are _metaparameters__.mp4 | 32.70 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/002 The _wine quality_ dataset.en.srt | 25.71 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/002 The _wine quality_ dataset.mp4 | 143.50 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/003 CodeChallenge_ Minibatch size in the wine dataset.en.srt | 23.05 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/003 CodeChallenge_ Minibatch size in the wine dataset.mp4 | 118.79 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/004 Data normalization.en.srt | 19.68 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/004 Data normalization.mp4 | 59.81 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/005 The importance of data normalization.en.srt | 13.75 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/005 The importance of data normalization.mp4 | 64.65 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/006 Batch normalization.en.srt | 18.66 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/006 Batch normalization.mp4 | 76.81 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/007 Batch normalization in practice.en.srt | 11.05 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/007 Batch normalization in practice.mp4 | 61.76 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/008 CodeChallenge_ Batch-normalize the qwerties.en.srt | 7.52 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/008 CodeChallenge_ Batch-normalize the qwerties.mp4 | 41.43 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/009 Activation functions.en.srt | 26.49 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/009 Activation functions.mp4 | 97.03 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/010 Activation functions in PyTorch.en.srt | 16.95 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/010 Activation functions in PyTorch.mp4 | 91.46 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/011 Activation functions comparison.en.srt | 13.59 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/011 Activation functions comparison.mp4 | 73.90 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/012 CodeChallenge_ Compare relu variants.en.srt | 11.29 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/012 CodeChallenge_ Compare relu variants.mp4 | 63.97 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/013 CodeChallenge_ Predict sugar.en.srt | 24.98 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/013 CodeChallenge_ Predict sugar.mp4 | 122.10 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/014 Loss functions.en.srt | 24.18 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/014 Loss functions.mp4 | 90.30 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/015 Loss functions in PyTorch.en.srt | 26.87 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/015 Loss functions in PyTorch.mp4 | 138.10 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/016 More practice with multioutput ANNs.en.srt | 20.32 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/016 More practice with multioutput ANNs.mp4 | 99.80 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/017 Optimizers (minibatch, momentum).mp4 | 98.07 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/018 SGD with momentum.en.srt | 11.58 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/018 SGD with momentum.mp4 | 62.10 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/019 Optimizers (RMSprop, Adam).en.srt | 22.06 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/019 Optimizers (RMSprop, Adam).mp4 | 76.73 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/020 Optimizers comparison.en.srt | 14.64 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/020 Optimizers comparison.mp4 | 86.88 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/021 CodeChallenge_ Optimizers and... something.en.srt | 9.36 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/021 CodeChallenge_ Optimizers and... something.mp4 | 49.77 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/022 CodeChallenge_ Adam with L2 regularization.en.srt | 10.30 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/022 CodeChallenge_ Adam with L2 regularization.mp4 | 53.00 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/023 Learning rate decay.en.srt | 17.91 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/023 Learning rate decay.mp4 | 96.90 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/024 How to pick the right metaparameters.en.srt | 16.65 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/10 Metaparameters (activations, optimizers)/024 How to pick the right metaparameters.mp4 | 61.74 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/001 What are fully-connected and feedforward networks_.en.srt | 6.94 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/001 What are fully-connected and feedforward networks_.mp4 | 25.53 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/002 The MNIST dataset.en.srt | 18.71 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/002 The MNIST dataset.mp4 | 101.46 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/003 FFN to classify digits.en.srt | 32.91 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/003 FFN to classify digits.mp4 | 161.85 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/004 CodeChallenge_ Binarized MNIST images.en.srt | 7.37 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/004 CodeChallenge_ Binarized MNIST images.mp4 | 40.78 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/005 CodeChallenge_ Data normalization.en.srt | 24.48 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/005 CodeChallenge_ Data normalization.mp4 | 96.25 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/006 Distributions of weights pre- and post-learning.en.srt | 22.05 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/006 Distributions of weights pre- and post-learning.mp4 | 116.26 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/007 CodeChallenge_ MNIST and breadth vs. depth.en.srt | 17.73 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/007 CodeChallenge_ MNIST and breadth vs. depth.mp4 | 95.21 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/008 CodeChallenge_ Optimizers and MNIST.en.srt | 9.92 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/008 CodeChallenge_ Optimizers and MNIST.mp4 | 46.26 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/009 Scrambled MNIST.en.srt | 11.24 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/009 Scrambled MNIST.mp4 | 60.17 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/010 Shifted MNIST.en.srt | 16.47 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/010 Shifted MNIST.mp4 | 77.91 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/011 CodeChallenge_ The mystery of the missing 7.en.srt | 15.78 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/011 CodeChallenge_ The mystery of the missing 7.mp4 | 74.25 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/012 Universal approximation theorem.en.srt | 11.70 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/11 FFNs/012 Universal approximation theorem.mp4 | 49.18 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/001 Anatomy of a torch dataset and dataloader.en.srt | 26.46 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/001 Anatomy of a torch dataset and dataloader.mp4 | 135.84 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/002 Data size and network size.en.srt | 23.39 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/002 Data size and network size.mp4 | 135.67 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/003 CodeChallenge_ unbalanced data.en.srt | 29.32 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/003 CodeChallenge_ unbalanced data.mp4 | 166.26 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/004 What to do about unbalanced designs_.mp4 | 54.21 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/005 Data oversampling in MNIST.en.srt | 24.16 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/005 Data oversampling in MNIST.mp4 | 122.59 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/006 Data noise augmentation (with devset+test).en.srt | 18.62 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/006 Data noise augmentation (with devset+test).mp4 | 106.09 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/007 Data feature augmentation.en.srt | 28.32 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/007 Data feature augmentation.mp4 | 158.27 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/008 Getting data into colab.en.srt | 8.85 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/008 Getting data into colab.mp4 | 43.75 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/009 Save and load trained models.en.srt | 8.95 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/009 Save and load trained models.mp4 | 55.71 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/010 Save the best-performing model.en.srt | 21.98 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/010 Save the best-performing model.mp4 | 126.50 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/011 Where to find online datasets.en.srt | 8.19 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/12 More on data/011 Where to find online datasets.mp4 | 41.70 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/001 Two perspectives of the world.en.srt | 10.32 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/001 Two perspectives of the world.mp4 | 40.01 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/002 Accuracy, precision, recall, F1.en.srt | 18.08 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/002 Accuracy, precision, recall, F1.mp4 | 72.57 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/003 APRF in code.en.srt | 9.38 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/003 APRF in code.mp4 | 51.79 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/004 APRF example 1_ wine quality.en.srt | 19.25 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/004 APRF example 1_ wine quality.mp4 | 107.35 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/005 APRF example 2_ MNIST.en.srt | 17.17 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/005 APRF example 2_ MNIST.mp4 | 98.62 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/006 CodeChallenge_ MNIST with unequal groups.en.srt | 12.70 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/006 CodeChallenge_ MNIST with unequal groups.mp4 | 62.37 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/007 Computation time.en.srt | 14.26 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/007 Computation time.mp4 | 81.73 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/008 Better performance in test than train_.en.srt | 11.95 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/13 Measuring model performance/008 Better performance in test than train_.mp4 | 44.83 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/001 Project 1_ A gratuitously complex adding machine.en.srt | 10.75 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/001 Project 1_ A gratuitously complex adding machine.mp4 | 48.55 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/002 Project 1_ My solution.en.srt | 16.97 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/002 Project 1_ My solution.mp4 | 99.75 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/003 Project 2_ Predicting heart disease.en.srt | 10.99 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/003 Project 2_ Predicting heart disease.mp4 | 50.61 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/004 Project 2_ My solution.en.srt | 27.78 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/004 Project 2_ My solution.mp4 | 155.73 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/005 Project 3_ FFN for missing data interpolation.en.srt | 14.38 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/005 Project 3_ FFN for missing data interpolation.mp4 | 45.39 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/006 Project 3_ My solution.en.srt | 11.88 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/14 FFN milestone projects/006 Project 3_ My solution.mp4 | 75.48 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/001 Explanation of weight matrix sizes.en.srt | 17.18 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/001 Explanation of weight matrix sizes.mp4 | 68.98 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/002 A surprising demo of weight initializations.en.srt | 23.89 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/002 A surprising demo of weight initializations.mp4 | 121.57 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.en.srt | 18.23 kB |
[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 | 79.41 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/004 CodeChallenge_ Weight variance inits.en.srt | 18.42 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/004 CodeChallenge_ Weight variance inits.mp4 | 103.96 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/005 Xavier and Kaiming initializations.en.srt | 22.52 kB |
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[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/007 CodeChallenge_ Identically random weights.en.srt | 17.92 kB |
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[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/008 Freezing weights during learning.en.srt | 19.25 kB |
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[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/009 Learning-related changes in weights.en.srt | 32.77 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/009 Learning-related changes in weights.mp4 | 146.78 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/15 Weight inits and investigations/010 Use default inits or apply your own_.en.srt | 6.34 kB |
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[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/001 What are autoencoders and what do they do_.en.srt | 16.93 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/001 What are autoencoders and what do they do_.mp4 | 49.04 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/002 Denoising MNIST.en.srt | 22.79 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/002 Denoising MNIST.mp4 | 118.53 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/003 CodeChallenge_ How many units_.en.srt | 28.86 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/003 CodeChallenge_ How many units_.mp4 | 135.38 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/004 AEs for occlusion.en.srt | 25.42 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/004 AEs for occlusion.mp4 | 138.20 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/005 The latent code of MNIST.en.srt | 31.66 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/005 The latent code of MNIST.mp4 | 161.81 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/006 Autoencoder with tied weights.en.srt | 34.83 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/16 Autoencoders/006 Autoencoder with tied weights.mp4 | 177.74 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_.en.srt | 22.47 kB |
[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 | 88.73 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/17 Running models on a GPU/002 Implementation.en.srt | 14.81 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/17 Running models on a GPU/002 Implementation.mp4 | 76.60 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/17 Running models on a GPU/003 CodeChallenge_ Run an experiment on the GPU.en.srt | 9.81 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/17 Running models on a GPU/003 CodeChallenge_ Run an experiment on the GPU.mp4 | 52.99 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/001 Convolution_ concepts.en.srt | 32.50 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/001 Convolution_ concepts.mp4 | 98.06 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/002 Feature maps and convolution kernels.en.srt | 13.96 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/002 Feature maps and convolution kernels.mp4 | 70.41 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/003 Convolution in code.en.srt | 30.53 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/003 Convolution in code.mp4 | 173.10 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/004 Convolution parameters (stride, padding).en.srt | 18.09 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/004 Convolution parameters (stride, padding).mp4 | 66.93 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/005 The Conv2 class in PyTorch.en.srt | 18.90 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/005 The Conv2 class in PyTorch.mp4 | 100.19 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/006 CodeChallenge_ Choose the parameters.en.srt | 10.12 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/006 CodeChallenge_ Choose the parameters.mp4 | 58.71 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/007 Transpose convolution.en.srt | 19.91 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/007 Transpose convolution.mp4 | 92.89 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/008 Max_mean pooling.en.srt | 26.69 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/008 Max_mean pooling.mp4 | 89.07 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/009 Pooling in PyTorch.en.srt | 19.63 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/009 Pooling in PyTorch.mp4 | 81.02 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/010 To pool or to stride_.en.srt | 14.28 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/010 To pool or to stride_.mp4 | 55.51 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/011 Image transforms.en.srt | 23.92 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/011 Image transforms.mp4 | 129.90 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/012 Creating and using custom DataLoaders.en.srt | 26.50 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/18 Convolution and transformations/012 Creating and using custom DataLoaders.mp4 | 139.53 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/001 The canonical CNN architecture.en.srt | 15.68 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/001 The canonical CNN architecture.mp4 | 55.83 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/002 CNN to classify MNIST digits.en.srt | 38.02 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/002 CNN to classify MNIST digits.mp4 | 200.33 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/003 CNN on shifted MNIST.en.srt | 12.12 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/003 CNN on shifted MNIST.mp4 | 58.34 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/004 Classify Gaussian blurs.en.srt | 34.26 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/004 Classify Gaussian blurs.mp4 | 185.14 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/005 Examine feature map activations.en.srt | 40.51 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/005 Examine feature map activations.mp4 | 260.56 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/006 CodeChallenge_ Softcode internal parameters.en.srt | 25.03 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/006 CodeChallenge_ Softcode internal parameters.mp4 | 120.10 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/007 CodeChallenge_ How wide the FC_.en.srt | 16.49 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/007 CodeChallenge_ How wide the FC_.mp4 | 94.08 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/008 Do autoencoders clean Gaussians_.en.srt | 24.39 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/008 Do autoencoders clean Gaussians_.mp4 | 147.88 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/009 CodeChallenge_ AEs and occluded Gaussians.en.srt | 14.03 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/009 CodeChallenge_ AEs and occluded Gaussians.mp4 | 89.45 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/010 CodeChallenge_ Custom loss functions.en.srt | 29.89 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/010 CodeChallenge_ Custom loss functions.mp4 | 132.89 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/011 Discover the Gaussian parameters.en.srt | 23.25 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/011 Discover the Gaussian parameters.mp4 | 136.65 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/012 The EMNIST dataset (letter recognition).en.srt | 36.14 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/012 The EMNIST dataset (letter recognition).mp4 | 201.31 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/013 Dropout in CNNs.en.srt | 14.17 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/013 Dropout in CNNs.mp4 | 82.73 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/014 CodeChallenge_ How low can you go_.en.srt | 9.95 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/014 CodeChallenge_ How low can you go_.mp4 | 55.36 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/015 CodeChallenge_ Varying number of channels.en.srt | 19.61 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/015 CodeChallenge_ Varying number of channels.mp4 | 92.37 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/016 So many possibilities! How to create a CNN_.en.srt | 6.51 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/19 Understand and design CNNs/016 So many possibilities! How to create a CNN_.mp4 | 21.04 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/001 Project 1_ Import and classify CIFAR10.en.srt | 10.56 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/001 Project 1_ Import and classify CIFAR10.mp4 | 48.36 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/002 Project 1_ My solution.en.srt | 17.15 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/002 Project 1_ My solution.mp4 | 118.60 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/003 Project 2_ CIFAR-autoencoder.en.srt | 7.00 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/003 Project 2_ CIFAR-autoencoder.mp4 | 33.37 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/004 Project 3_ FMNIST.en.srt | 5.11 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/004 Project 3_ FMNIST.mp4 | 26.45 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/005 Project 4_ Psychometric functions in CNNs.en.srt | 16.88 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/20 CNN milestone projects/005 Project 4_ Psychometric functions in CNNs.mp4 | 76.27 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/001 Transfer learning_ What, why, and when_.en.srt | 24.76 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/001 Transfer learning_ What, why, and when_.mp4 | 96.61 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/002 Transfer learning_ MNIST -_ FMNIST.en.srt | 14.58 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/002 Transfer learning_ MNIST -_ FMNIST.mp4 | 90.35 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/003 CodeChallenge_ letters to numbers.en.srt | 20.54 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/003 CodeChallenge_ letters to numbers.mp4 | 118.74 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/004 Famous CNN architectures.en.srt | 8.70 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/004 Famous CNN architectures.mp4 | 41.28 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/005 Transfer learning with ResNet-18.en.srt | 24.59 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/005 Transfer learning with ResNet-18.mp4 | 148.46 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/006 CodeChallenge_ VGG-16.en.srt | 5.05 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/006 CodeChallenge_ VGG-16.mp4 | 20.28 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/007 Pretraining with autoencoders.en.srt | 28.75 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/007 Pretraining with autoencoders.mp4 | 156.58 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/008 CIFAR10 with autoencoder-pretrained model.en.srt | 25.89 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/21 Transfer learning/008 CIFAR10 with autoencoder-pretrained model.mp4 | 153.34 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/001 What is style transfer and how does it work_.en.srt | 6.35 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/001 What is style transfer and how does it work_.mp4 | 40.57 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/002 The Gram matrix (feature activation covariance).en.srt | 16.79 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/002 The Gram matrix (feature activation covariance).mp4 | 66.49 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/003 The style transfer algorithm.en.srt | 15.10 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/003 The style transfer algorithm.mp4 | 67.31 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/004 Transferring the screaming bathtub.en.srt | 32.28 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/004 Transferring the screaming bathtub.mp4 | 216.82 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/005 CodeChallenge_ Style transfer with AlexNet.en.srt | 10.47 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/22 Style transfer/005 CodeChallenge_ Style transfer with AlexNet.mp4 | 53.47 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/001 GAN_ What, why, and how.en.srt | 23.51 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/001 GAN_ What, why, and how.mp4 | 89.74 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/002 Linear GAN with MNIST.en.srt | 31.99 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/002 Linear GAN with MNIST.mp4 | 169.90 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/003 CodeChallenge_ Linear GAN with FMNIST.en.srt | 13.88 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/003 CodeChallenge_ Linear GAN with FMNIST.mp4 | 62.73 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/004 CNN GAN with Gaussians.en.srt | 22.13 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/004 CNN GAN with Gaussians.mp4 | 135.70 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/005 CodeChallenge_ Gaussians with fewer layers.en.srt | 8.94 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/005 CodeChallenge_ Gaussians with fewer layers.mp4 | 53.06 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/006 CNN GAN with FMNIST.en.srt | 9.23 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/006 CNN GAN with FMNIST.mp4 | 54.58 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/007 CodeChallenge_ CNN GAN with CIFAR.en.srt | 11.65 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/23 Generative adversarial networks/007 CodeChallenge_ CNN GAN with CIFAR.mp4 | 60.77 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_.en.srt | 14.36 kB |
[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 | 65.92 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/002 Example case studies.en.srt | 9.15 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/002 Example case studies.mp4 | 52.92 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/003 Some other possible ethical scenarios.en.srt | 15.20 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/003 Some other possible ethical scenarios.mp4 | 66.25 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/004 Will deep learning take our jobs_.en.srt | 14.90 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/004 Will deep learning take our jobs_.mp4 | 75.14 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/005 Accountability and making ethical AI.en.srt | 16.71 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/24 Ethics of deep learning/005 Accountability and making ethical AI.mp4 | 70.06 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/25 Where to go from here_/001 How to learn topic _X_ in deep learning_.en.srt | 12.32 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/25 Where to go from here_/001 How to learn topic _X_ in deep learning_.mp4 | 42.03 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.en.srt | 25.43 kB |
[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 | 141.85 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/26 Bonus section/001 Bonus content.html | 4.45 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/001 How to learn from the Python tutorial.en.srt | 4.83 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/001 How to learn from the Python tutorial.mp4 | 21.97 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/002 Variables.en.srt | 27.29 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/002 Variables.mp4 | 77.58 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/003 Math and printing.en.srt | 26.80 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/003 Math and printing.mp4 | 78.50 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/004 Lists (1 of 2).en.srt | 20.48 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/004 Lists (1 of 2).mp4 | 55.04 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/005 Lists (2 of 2).en.srt | 14.58 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/005 Lists (2 of 2).mp4 | 46.69 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/006 Tuples.en.srt | 12.04 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/006 Tuples.mp4 | 35.75 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/007 Booleans.en.srt | 27.78 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/007 Booleans.mp4 | 76.83 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/008 Dictionaries.en.srt | 17.06 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/27 Python intro_ Data types/008 Dictionaries.mp4 | 50.67 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/28 Python intro_ Indexing, slicing/001 Indexing.en.srt | 18.10 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/28 Python intro_ Indexing, slicing/001 Indexing.mp4 | 51.07 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/28 Python intro_ Indexing, slicing/002 Slicing.en.srt | 17.97 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/28 Python intro_ Indexing, slicing/002 Slicing.mp4 | 48.45 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/001 Inputs and outputs.en.srt | 10.56 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/001 Inputs and outputs.mp4 | 29.49 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/002 Python libraries (numpy).en.srt | 20.01 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/002 Python libraries (numpy).mp4 | 63.39 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/003 Python libraries (pandas).en.srt | 20.30 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/003 Python libraries (pandas).mp4 | 81.19 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/004 Getting help on functions.en.srt | 11.05 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/004 Getting help on functions.mp4 | 48.60 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/005 Creating functions.en.srt | 30.89 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/005 Creating functions.mp4 | 88.43 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/006 Global and local variable scopes.en.srt | 19.67 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/006 Global and local variable scopes.mp4 | 65.96 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/007 Copies and referents of variables.en.srt | 7.24 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/007 Copies and referents of variables.mp4 | 23.78 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/008 Classes and object-oriented programming.en.srt | 26.60 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/29 Python intro_ Functions/008 Classes and object-oriented programming.mp4 | 108.18 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/001 If-else statements.en.srt | 21.71 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/001 If-else statements.mp4 | 66.80 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/002 If-else statements, part 2.en.srt | 22.90 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/002 If-else statements, part 2.mp4 | 91.12 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/003 For loops.en.srt | 25.24 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/003 For loops.mp4 | 87.13 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/004 Enumerate and zip.en.srt | 16.03 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/004 Enumerate and zip.mp4 | 58.59 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/005 Continue.en.srt | 10.09 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/005 Continue.mp4 | 33.03 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/006 Initializing variables.en.srt | 25.61 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/006 Initializing variables.mp4 | 91.05 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/007 Single-line loops (list comprehension).en.srt | 21.74 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/007 Single-line loops (list comprehension).mp4 | 75.14 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/008 while loops.en.srt | 27.94 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/008 while loops.mp4 | 91.10 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/009 Broadcasting in numpy.en.srt | 21.34 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/009 Broadcasting in numpy.mp4 | 71.05 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/010 Function error checking and handling.en.srt | 25.36 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/30 Python intro_ Flow control/010 Function error checking and handling.mp4 | 99.87 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/001 Printing and string interpolation.en.srt | 24.33 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/001 Printing and string interpolation.mp4 | 94.83 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/002 Plotting dots and lines.en.srt | 17.70 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/002 Plotting dots and lines.mp4 | 53.87 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/003 Subplot geometry.en.srt | 23.14 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/003 Subplot geometry.mp4 | 86.78 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/004 Making the graphs look nicer.en.srt | 26.98 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/004 Making the graphs look nicer.mp4 | 107.66 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/005 Seaborn.en.srt | 15.73 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/005 Seaborn.mp4 | 59.72 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/006 Images.en.srt | 25.75 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/006 Images.mp4 | 93.56 MB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/007 Export plots in low and high resolution.en.srt | 11.37 kB |
[TutsNode.com] - A deep understanding of deep learning (with Python intro)/31 Python intro_ Text and plots/007 Export plots in low and high resolution.mp4 | 43.57 MB |