Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/4. Windows-Focused Environment Setup 2018.mp4 |
186.3 MB |
Modern Deep Learning in Python/Visit Coursedrive.org.url |
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Modern Deep Learning in Python/Modern Deep Learning in Python/ReadMe.txt |
538 B |
Modern Deep Learning in Python/Modern Deep Learning in Python/Visit Coursedrive.org.url |
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Modern Deep Learning in Python/Modern Deep Learning in Python/1. Introduction and Outline/1. Outline - what did you learn previously, and what will you learn in this course.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/1. Introduction and Outline/1. Outline - what did you learn previously, and what will you learn in this course.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/1. Introduction and Outline/2. Where does this course fit into your deep learning studies.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/1. Introduction and Outline/2. Where does this course fit into your deep learning studies.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/1. Introduction and Outline/Must Read.txt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/1. Introduction and Outline/Visit Coursedrive.org.url |
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Modern Deep Learning in Python/Modern Deep Learning in Python/2. Review/1. Review of Basic Concepts.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/2. Review/1. Review of Basic Concepts.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/2. Review/2. Where to get the MNIST dataset and Establishing a Linear Benchmark.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/2. Review/2. Where to get the MNIST dataset and Establishing a Linear Benchmark.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/3. Gradient Descent Full vs Batch vs Stochastic/1. What are full, batch, and stochastic gradient descent.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/3. Gradient Descent Full vs Batch vs Stochastic/1. What are full, batch, and stochastic gradient descent.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/3. Gradient Descent Full vs Batch vs Stochastic/2. Full vs Batch vs Stochastic Gradient Descent in code.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/3. Gradient Descent Full vs Batch vs Stochastic/2. Full vs Batch vs Stochastic Gradient Descent in code.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/1. Using Momentum to Speed Up Training.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/1. Using Momentum to Speed Up Training.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/2. Nesterov Momentum.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/2. Nesterov Momentum.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/3. Momentum in Code.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/3. Momentum in Code.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/4. Variable and adaptive learning rates.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/4. Variable and adaptive learning rates.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/5. Constant learning rate vs. RMSProp in Code.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/5. Constant learning rate vs. RMSProp in Code.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/6. Adam Optimization.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/6. Adam Optimization.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/7. Adam in Code.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/7. Adam in Code.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/ReadMe.txt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/4. Momentum and adaptive learning rates/Visit Coursedrive.org.url |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/1. Hyperparameter Optimization Cross-validation, Grid Search, and Random Search.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/1. Hyperparameter Optimization Cross-validation, Grid Search, and Random Search.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/2. Sampling Logarithmically.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/2. Sampling Logarithmically.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/3. Grid Search in Code.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/3. Grid Search in Code.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/4. Modifying Grid Search.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/4. Modifying Grid Search.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/5. Random Search in Code.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/5. Choosing Hyperparameters/5. Random Search in Code.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/1. Weight Initialization Section Introduction.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/1. Weight Initialization Section Introduction.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/2. Vanishing and Exploding Gradients.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/2. Vanishing and Exploding Gradients.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/3. Weight Initialization.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/3. Weight Initialization.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/4. Local vs. Global Minima.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/4. Local vs. Global Minima.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/5. Weight Initialization Section Summary.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/6. Weight Initialization/5. Weight Initialization Section Summary.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/7. Theano/1. Theano Basics Variables, Functions, Expressions, Optimization.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/7. Theano/1. Theano Basics Variables, Functions, Expressions, Optimization.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/7. Theano/2. Building a neural network in Theano.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/7. Theano/2. Building a neural network in Theano.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/7. Theano/3. Is Theano Dead.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/7. Theano/3. Is Theano Dead.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/8. TensorFlow/1. TensorFlow Basics Variables, Functions, Expressions, Optimization.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/8. TensorFlow/1. TensorFlow Basics Variables, Functions, Expressions, Optimization.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/8. TensorFlow/2. Building a neural network in TensorFlow.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/8. TensorFlow/2. Building a neural network in TensorFlow.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/8. TensorFlow/3. What is a Session (And more).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/8. TensorFlow/3. What is a Session (And more).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/8. TensorFlow/ReadMe.txt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/8. TensorFlow/Visit Coursedrive.org.url |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/1. Setting up a GPU Instance on Amazon Web Services.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/1. Setting up a GPU Instance on Amazon Web Services.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/2. Can Big Data be used to Speed Up Backpropagation.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/2. Can Big Data be used to Speed Up Backpropagation.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/3. Exercises and Concepts Still to be Covered.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/3. Exercises and Concepts Still to be Covered.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/4. How to Improve your Theano and Tensorflow Skills.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/4. How to Improve your Theano and Tensorflow Skills.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/5. Theano vs. TensorFlow.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/5. Theano vs. TensorFlow.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/10. Transition to the 2nd Half of the Course/1. Transition to the 2nd Half of the Course.mp4 |
9.4 MB |
Modern Deep Learning in Python/Modern Deep Learning in Python/10. Transition to the 2nd Half of the Course/1. Transition to the 2nd Half of the Course.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/3. The class imbalance problem.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/3. The class imbalance problem.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/4. Utilities walkthrough.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/4. Utilities walkthrough.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/5. Class-Based ANN in Theano.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/5. Class-Based ANN in Theano.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/6. Class-Based ANN in TensorFlow.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/6. Class-Based ANN in TensorFlow.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/11. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/1. Modern Regularization Techniques Section Introduction.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/1. Modern Regularization Techniques Section Introduction.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/2. Dropout Regularization.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/2. Dropout Regularization.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/3. Dropout Intuition.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/3. Dropout Intuition.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/4. Noise Injection.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/4. Noise Injection.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/5. Modern Regularization Techniques Section Summary.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/12. Modern Regularization Techniques/5. Modern Regularization Techniques Section Summary.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/1. Batch Normalization Introduction.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/1. Batch Normalization Introduction.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/2. Exponentially-Smoothed Averages.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/2. Exponentially-Smoothed Averages.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/3. Batch Normalization Theory.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/3. Batch Normalization Theory.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/4. Batch Normalization Tensorflow (part 1).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/4. Batch Normalization Tensorflow (part 1).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/5. Batch Normalization Tensorflow (part 2).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/5. Batch Normalization Tensorflow (part 2).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/6. Batch Normalization Theano (part 1).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/6. Batch Normalization Theano (part 1).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/7. Batch Normalization Theano (part 2).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/7. Batch Normalization Theano (part 2).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/8. Noise Perspective.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/8. Noise Perspective.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/9. Batch Normalization Summary.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/9. Batch Normalization Summary.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/ReadMe.txt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/13. Batch Normalization/Visit Coursedrive.org.url |
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Modern Deep Learning in Python/Modern Deep Learning in Python/14. Keras/1. Keras Discussion.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/14. Keras/1. Keras Discussion.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/14. Keras/2. Keras in Code.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/14. Keras/2. Keras in Code.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/14. Keras/3. Keras Functional API.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/14. Keras/3. Keras Functional API.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/15. PyTorch/1. PyTorch Basics.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/15. PyTorch/1. PyTorch Basics.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/15. PyTorch/2. PyTorch Dropout.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/15. PyTorch/2. PyTorch Dropout.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/15. PyTorch/3. PyTorch Batch Norm.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/15. PyTorch/3. PyTorch Batch Norm.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/16. PyTorch, CNTK, and MXNet/1. PyTorch, CNTK, and MXNet.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/16. PyTorch, CNTK, and MXNet/1. PyTorch, CNTK, and MXNet.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/1. What is the Appendix.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/1. What is the Appendix.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/2. What's the difference between neural networks and deep learning.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/2. What's the difference between neural networks and deep learning.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/3. Manually Choosing Learning Rate and Regularization Penalty.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/3. Manually Choosing Learning Rate and Regularization Penalty.vtt |
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Modern Deep Learning in Python/Course Downloaded from coursedrive.org.txt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/4. Windows-Focused Environment Setup 2018.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/5. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/5. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/6. How to Succeed in this Course (Long Version).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/6. How to Succeed in this Course (Long Version).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/7. How to Code by Yourself (part 1).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/7. How to Code by Yourself (part 1).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/8. How to Code by Yourself (part 2).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/8. How to Code by Yourself (part 2).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/9. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/9. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/10. Proof that using Jupyter Notebook is the same as not using it.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/10. Proof that using Jupyter Notebook is the same as not using it.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/11. How to Uncompress a .tar.gz file.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/11. How to Uncompress a .tar.gz file.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/12. Python 2 vs Python 3.mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/12. Python 2 vs Python 3.vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/13. What order should I take your courses in (part 1).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/13. What order should I take your courses in (part 1).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/14. What order should I take your courses in (part 2).mp4 |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/14. What order should I take your courses in (part 2).vtt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/ReadMe.txt |
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Modern Deep Learning in Python/Modern Deep Learning in Python/17. Appendix/Visit Coursedrive.org.url |
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