Deep Learning with TensorFlow 2.0

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文档列表

[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/104 Why is Linear Algebra Useful_.mp4 151.3 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/001 Meet your instructors and why you should study machine learning_.mp4 110.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/085 Preprocessing the data.mp4 88.4 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/082 Exploring the dataset and identifying predictors.mp4 69.5 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/090 Setting an early stopping mechanism.mp4 52.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/096 Linear Algebra and Geometry.mp4 52.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/103 Dot Product of Matrices.mp4 51.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/074 Preprocess the data - shuffle and batch the data.mp4 43.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/078 Learning.mp4 42.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/016 N-parameter gradient descent.mp4 41.4 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/023 Installing TensorFlow 2.mp4 40.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/010 The linear model. Multiple inputs and multiple outputs.mp4 40.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/101 Transpose of a Matrix.mp4 39.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/035 Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.mp4 36.4 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/095 Scalars and Vectors.mp4 35.5 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/094 What is a Matrix_.mp4 35.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/031 TensorFlow outline.mp4 35.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/099 Addition and Subtraction of Matrices.mp4 34.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/018 Why Python and why Jupyter_.mp4 33.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/089 Learning and interpreting the result.mp4 32.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/084 Balancing the dataset.mp4 31.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/036 Interpreting the result and extracting the weights and bias.mp4 31.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/081 Testing the model.mp4 31.0 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/072 Preprocess the data - create a validation dataset and scale the data.mp4 30.5 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/019 Installing Anaconda.mp4 29.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/076 Outline the model.mp4 29.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/097 Scalars, Vectors and Matrices in Python.mp4 28.0 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/102 Dot Product of Vectors.mp4 25.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/037 Cutomizing your model.mp4 24.0 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/098 Tensors.mp4 23.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/032 TensorFlow 2 intro.mp4 23.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/029 Minimal example - part 4.mp4 21.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/021 The Jupyter dashboard - part 2.mp4 19.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/070 How to tackle the MNIST.mp4 19.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/015 One parameter gradient descent.mp4 18.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/087 Load the preprocessed data.mp4 18.4 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/034 Types of file formats in TensorFlow and data handling.mp4 17.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/002 What does the course cover_.mp4 17.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/071 Importing the relevant packages and load the data.mp4 17.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/105 See how much you have learned.mp4 14.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/077 Select the loss and the optimizer.mp4 14.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/004 Introduction to neural networks.mp4 14.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/041 Understanding deep nets in depth.mp4 14.0 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/069 The dataset.mp4 14.0 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/006 Types of machine learning.mp4 12.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/014 Cross-entropy loss.mp4 11.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/100 Errors when Adding Matrices.mp4 11.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/045 Backpropagation.mp4 11.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/048 Underfitting and overfitting.mp4 11.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/107 An overview of CNNs.mp4 11.5 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/092 Testing the model.mp4 11.3 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/027 Minimal example - part 2.mp4 11.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/060 Learning rate schedules.mp4 10.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/028 Minimal example - part 3.mp4 10.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/053 Early stopping.mp4 9.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/057 Stochastic gradient descent.mp4 9.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/050 Training and validation.mp4 9.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/007 The linear model.mp4 9.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/042 Why do we need non-linearities_.mp4 9.4 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/062 Adaptive learning rate schedules.mp4 9.3 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/005 Training the model.mp4 9.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/043 Activation functions.mp4 9.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/020 The Jupyter dashboard - part 1.mp4 9.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/064 Preprocessing introduction.mp4 8.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/066 Standardization.mp4 8.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/054 Initialization - Introduction.mp4 8.4 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/110 An overview of non-NN approaches.mp4 8.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/063 Adaptive moment estimation.mp4 8.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/009 The linear model. Multiple inputs.mp4 7.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/051 Training, validation, and test.mp4 7.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/044 Softmax activation.mp4 7.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/083 Outlining the business case solution.mp4 7.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/013 L2-norm loss.mp4 7.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/052 N-fold cross validation.mp4 7.3 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/046 Backpropagation - visual representation.mp4 7.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/049 Underfitting and overfitting - classification.mp4 7.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/033 A Note on Coding in TensorFlow.mp4 7.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/040 What is a deep net_.mp4 7.0 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/026 Minimal example - part 1.mp4 6.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/011 Graphical representation.mp4 6.7 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/106 What’s further out there in the machine and deep learning world.mp4 6.6 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/068 One-hot and binary encoding.mp4 6.5 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/059 Momentum.mp4 6.4 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/067 Dealing with categorical data.mp4 6.4 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/017 Setting up the environment - An introduction - Do not skip, please!.mp4 6.2 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/056 Xavier initialization.mp4 6.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/012 The objective function.mp4 6.0 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/055 Types of simple initializations.mp4 5.9 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/109 An overview of RNNs.mp4 5.1 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/039 Layers.mp4 5.0 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/058 Gradient descent pitfalls.mp4 4.5 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/065 Basic preprocessing.mp4 3.8 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/061 Learning rate schedules. A picture.mp4 3.3 MB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/039 Course-Notes-Section-6.pdf 958.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/040 Course-Notes-Section-6.pdf 958.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/004 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/005 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/006 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/007 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/009 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/010 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/011 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/012 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/013 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/014 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/015 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/016 Course-Notes-Section-2.pdf 949.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/082 Audiobooks-data.csv 640.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/085 Audiobooks-data.csv 640.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/086 Audiobooks-data.csv 640.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/022 Shortcuts-for-Jupyter.pdf 634.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/07 Backpropagation. A peek into the Mathematics of Optimization/047 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf 186.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/015 GD-function-example.xlsx 43.4 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/085 Preprocessing the data.en.srt 13.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/104 Why is Linear Algebra Useful_.en.srt 12.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/029 Minimal example - part 4.en.srt 11.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/082 Exploring the dataset and identifying predictors.en.srt 11.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/001 Meet your instructors and why you should study machine learning_.en.srt 10.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/103 Dot Product of Matrices.en.srt 10.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/074 Preprocess the data - shuffle and batch the data.en.srt 9.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/015 One parameter gradient descent.en.srt 9.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/078 Learning.en.srt 8.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/035 Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.en.srt 8.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/090 Setting an early stopping mechanism.en.srt 8.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/016 N-parameter gradient descent.en.srt 8.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/076 Outline the model.en.srt 7.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/027 Minimal example - part 2.en.srt 7.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/053 Early stopping.en.srt 7.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/021 The Jupyter dashboard - part 2.en.srt 7.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/041 Understanding deep nets in depth.en.srt 7.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/107 An overview of CNNs.en.srt 6.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/023 Installing TensorFlow 2.en.srt 6.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/018 Why Python and why Jupyter_.en.srt 6.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/089 Learning and interpreting the result.en.srt 6.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/072 Preprocess the data - create a validation dataset and scale the data.en.srt 6.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/002 What does the course cover_.en.srt 6.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/036 Interpreting the result and extracting the weights and bias.en.srt 6.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/097 Scalars, Vectors and Matrices in Python.en.srt 6.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/081 Testing the model.en.srt 6.4 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/060 Learning rate schedules.en.srt 6.4 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/066 Standardization.en.srt 6.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/004 Introduction to neural networks.en.srt 6.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/048 Underfitting and overfitting.en.srt 6.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/010 The linear model. Multiple inputs and multiple outputs.en.srt 5.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/101 Transpose of a Matrix.en.srt 5.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/014 Cross-entropy loss.en.srt 5.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/006 Types of machine learning.en.srt 5.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/031 TensorFlow outline.en.srt 5.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/062 Adaptive learning rate schedules.en.srt 5.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/105 See how much you have learned.en.srt 5.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/043 Activation functions.en.srt 5.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/110 An overview of non-NN approaches.en.srt 5.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/057 Stochastic gradient descent.en.srt 5.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/050 Training and validation.en.srt 5.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/068 One-hot and binary encoding.en.srt 5.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/087 Load the preprocessed data.en.srt 5.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/019 Installing Anaconda.en.srt 4.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/026 Minimal example - part 1.en.srt 4.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/084 Balancing the dataset.en.srt 4.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/028 Minimal example - part 3.en.srt 4.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/045 Backpropagation.en.srt 4.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/094 What is a Matrix_.en.srt 4.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/044 Softmax activation.en.srt 4.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/005 Training the model.en.srt 4.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/102 Dot Product of Vectors.en.srt 4.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/052 N-fold cross validation.en.srt 4.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/037 Cutomizing your model.en.srt 4.4 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/096 Linear Algebra and Geometry.en.srt 4.4 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/099 Addition and Subtraction of Matrices.en.srt 4.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/046 Backpropagation - visual representation.en.srt 4.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/007 The linear model.en.srt 4.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/064 Preprocessing introduction.en.srt 4.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/042 Why do we need non-linearities_.en.srt 4.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/095 Scalars and Vectors.en.srt 4.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/16 Bonus lecture/111 Bonus lecture_ Next steps.html 4.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/056 Xavier initialization.en.srt 4.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/055 Types of simple initializations.en.srt 3.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/032 TensorFlow 2 intro.en.srt 3.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/098 Tensors.en.srt 3.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/109 An overview of RNNs.en.srt 3.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/069 The dataset.en.srt 3.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/051 Training, validation, and test.en.srt 3.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/09 Initialization/054 Initialization - Introduction.en.srt 3.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/059 Momentum.en.srt 3.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/034 Types of file formats in TensorFlow and data handling.en.srt 3.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/070 How to tackle the MNIST.en.srt 3.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/063 Adaptive moment estimation.en.srt 3.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/040 What is a deep net_.en.srt 3.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/020 The Jupyter dashboard - part 1.en.srt 3.4 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/009 The linear model. Multiple inputs.en.srt 3.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/071 Importing the relevant packages and load the data.en.srt 3.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/077 Select the loss and the optimizer.en.srt 3.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/080 MNIST - solutions.html 3.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/058 Gradient descent pitfalls.en.srt 3.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/013 L2-norm loss.en.srt 3.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/067 Dealing with categorical data.en.srt 3.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/079 MNIST - exercises.html 2.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/08 Overfitting/049 Underfitting and overfitting - classification.en.srt 2.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/011 Graphical representation.en.srt 2.9 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/100 Errors when Adding Matrices.en.srt 2.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/106 What’s further out there in the machine and deep learning world.en.srt 2.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/external-assets-links.txt 2.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/06 Going deeper_ Introduction to deep neural networks/039 Layers.en.srt 2.6 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/030 Minimal example - Exercises.html 2.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/038 Minimal example with TensorFlow - Exercises.html 2.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/10 Gradient descent and learning rates/061 Learning rate schedules. A picture.en.srt 2.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/15 Conclusion/108 How DeepMind uses deep learning.html 2.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/092 Testing the model.en.srt 2.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/012 The objective function.en.srt 2.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/083 Outlining the business case solution.en.srt 2.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/01 Welcome! Course introduction/003 Download All Resources and Important FAQ.html 1.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/04 Minimal example - your first machine learning algorithm/external-assets-links.txt 1.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/11 Preprocessing/065 Basic preprocessing.en.srt 1.8 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/02 Introduction to neural networks/008 Need Help with Linear Algebra_.html 1.7 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/external-assets-links.txt 1.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/017 Setting up the environment - An introduction - Do not skip, please!.en.srt 1.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/07 Backpropagation. A peek into the Mathematics of Optimization/047 Backpropagation. A peek into the Mathematics of Optimization.html 1.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/external-assets-links.txt 1.5 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/05 TensorFlow - An introduction/033 A Note on Coding in TensorFlow.en.srt 1.4 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/093 Final exercise.html 1.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/086 Preprocessing exercise.html 1.3 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/022 Jupyter Shortcuts.html 1.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/025 Installing packages - solution.html 1.2 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/091 Setting an early stopping mechanism - Exercise.html 1.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/14 Appendix_ Linear Algebra Fundamentals/external-assets-links.txt 1.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/03 Setting up the working environment/024 Installing packages - exercise.html 1.1 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/075 Preprocess the data - shuffle and batch the data.html 1.0 kB
[TutsNode.com] - Deep Learning with TensorFlow 2.0/12 The MNIST example/073 Preprocess the data - scale the test data.html 997 Bytes
[TutsNode.com] - Deep Learning with TensorFlow 2.0/13 Business case/088 Load the preprocessed data - Exercise.html 991 Bytes
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