Modern Deep Learning in Python

[TutsNode.com] - Modern Deep Learning in Python/18. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4

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TutsNode.com.txt

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/2. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/1. Introduction and Outline/2. External URLs.txt

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[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/1. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Theory)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/18. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/8. TensorFlow/3. What is a Session (And more)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/18. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/2. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/1. Review (pt 1) Neuron Predictions-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/6. Adam Optimization (pt 1)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/6. Review Code (pt 2)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/5. Class-Based ANN in Theano-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/4. Variable and adaptive learning rates-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/3. Review (pt 3) Artificial Neural Networks-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/7. Review Summary-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/4. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 2)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/15. PyTorch/1. PyTorch Basics-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/12. Modern Regularization Techniques/2. Dropout Regularization-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/7. Adam Optimization (pt 2)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/3. Batch Normalization Theory-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 1)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/7. Theano/3. Is Theano Dead-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/1. Introduction and Outline/1. Introduction and Outline-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/6. Class-Based ANN in TensorFlow-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/2. Review (pt 2) Neuron Learning-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/6. Weight Initialization/3. Weight Initialization-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/17. Deep Learning Review Topics/1. What's the difference between neural networks and deep learning-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/5. Choosing Hyperparameters/3. Grid Search in Code-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/14. Keras/1. Keras Discussion-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/6. Theano vs. TensorFlow-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/1. Introduction and Outline/3. How to Succeed in this Course-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/6. Weight Initialization/2. Vanishing and Exploding Gradients-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/7. Batch Normalization Theano (part 2)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/1. Using Momentum to Speed Up Training-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/21. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/3. The class imbalance problem-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/4. Review Exercise Prompt-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/2. Nesterov Momentum-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/14. Keras/2. Keras in Code-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/1. Introduction and Outline/2. Where to get the Code-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/7. Theano/1. Theano Basics Variables, Functions, Expressions, Optimization-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/5. Review Code (pt 1)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/12. Modern Regularization Techniques/4. Noise Injection-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/10. Transition to the 2nd Half of the Course/1. Transition to the 2nd Half of the Course-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/8. Adam in Code-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/5. Choosing Hyperparameters/4. Modifying Grid Search-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/4. Batch Normalization Tensorflow (part 1)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/5. Batch Normalization Tensorflow (part 2)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/6. Weight Initialization/1. Weight Initialization Section Introduction-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/3. Momentum in Code-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/5. How to Improve your Theano and Tensorflow Skills-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Python 2 vs Python 3-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/8. TensorFlow/2. Building a neural network in TensorFlow-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/8. TensorFlow/1. TensorFlow Basics Variables, Functions, Expressions, Optimization-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/4. Utilities walkthrough-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/17. Deep Learning Review Topics/2. Manually Choosing Learning Rate and Regularization Penalty-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/6. Weight Initialization/5. Weight Initialization Section Summary-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/2. Exponentially-Smoothed Averages-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/6. Batch Normalization Theano (part 1)-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/14. Keras/3. Keras Functional API-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/5. Choosing Hyperparameters/1. Hyperparameter Optimization Cross-validation, Grid Search, and Random Search-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/5. Choosing Hyperparameters/5. Random Search in Code-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/9. Suggestion Box-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/12. Modern Regularization Techniques/3. Dropout Intuition-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/1. Setting up a GPU Instance on Amazon Web Services-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/2. SGD Exercise Prompt-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/3. Can Big Data be used to Speed Up Backpropagation-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/5. Constant learning rate vs. RMSProp in Code-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/5. Choosing Hyperparameters/2. Sampling Logarithmically-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. How to Uncompress a .tar.gz file-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/7. Theano/2. Building a neural network in Theano-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/21. Appendix FAQ Finale/1. What is the Appendix-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/6. Weight Initialization/4. Local vs. Global Minima-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/15. PyTorch/2. PyTorch Dropout-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/15. PyTorch/3. PyTorch Batch Norm-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/12. Modern Regularization Techniques/1. Modern Regularization Techniques Section Introduction-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/4. Exercises and Concepts Still to be Covered-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/12. Modern Regularization Techniques/5. Modern Regularization Techniques Section Summary-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/1. Batch Normalization Introduction-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/8. Noise Perspective-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/9. Batch Normalization Summary-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/14. Keras/4. How to easily convert Keras into Tensorflow 2.0 code-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/7. Facial Expression Recognition Project Summary-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/16. PyTorch, CNTK, and MXNet/1. PyTorch, CNTK, and MXNet-en_US.srt

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[TutsNode.com] - Modern Deep Learning in Python/18. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

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[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4

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[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/6. Review Code (pt 2).mp4

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[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/4. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 2).mp4

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4

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[TutsNode.com] - 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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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/6. Class-Based ANN in TensorFlow.mp4

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/5. Class-Based ANN in Theano.mp4

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4

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[TutsNode.com] - Modern Deep Learning in Python/15. PyTorch/1. PyTorch Basics.mp4

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/7. Batch Normalization Theano (part 2).mp4

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[TutsNode.com] - Modern Deep Learning in Python/5. Choosing Hyperparameters/3. Grid Search in Code.mp4

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/5. Batch Normalization Tensorflow (part 2).mp4

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[TutsNode.com] - Modern Deep Learning in Python/7. Theano/1. Theano Basics Variables, Functions, Expressions, Optimization.mp4

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[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

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[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/1. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Theory).mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/6. Adam Optimization (pt 1).mp4

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/3. Batch Normalization Theory.mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/7. Adam Optimization (pt 2).mp4

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[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 1).mp4

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[TutsNode.com] - Modern Deep Learning in Python/1. Introduction and Outline/1. Introduction and Outline.mp4

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[TutsNode.com] - Modern Deep Learning in Python/7. Theano/2. Building a neural network in Theano.mp4

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[TutsNode.com] - Modern Deep Learning in Python/14. Keras/2. Keras in Code.mp4

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[TutsNode.com] - Modern Deep Learning in Python/12. Modern Regularization Techniques/2. Dropout Regularization.mp4

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[TutsNode.com] - Modern Deep Learning in Python/1. Introduction and Outline/3. How to Succeed in this Course.mp4

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[TutsNode.com] - Modern Deep Learning in Python/8. TensorFlow/2. Building a neural network in TensorFlow.mp4

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/1. Review (pt 1) Neuron Predictions.mp4

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[TutsNode.com] - Modern Deep Learning in Python/8. TensorFlow/1. TensorFlow Basics Variables, Functions, Expressions, Optimization.mp4

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[TutsNode.com] - Modern Deep Learning in Python/5. Choosing Hyperparameters/5. Random Search in Code.mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/3. Momentum in Code.mp4

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[TutsNode.com] - Modern Deep Learning in Python/21. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.mp4

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[TutsNode.com] - Modern Deep Learning in Python/15. PyTorch/3. PyTorch Batch Norm.mp4

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[TutsNode.com] - Modern Deep Learning in Python/15. PyTorch/2. PyTorch Dropout.mp4

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/3. Review (pt 3) Artificial Neural Networks.mp4

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/4. Review Exercise Prompt.mp4

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/5. How to Improve your Theano and Tensorflow Skills.mp4

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[TutsNode.com] - Modern Deep Learning in Python/8. TensorFlow/3. What is a Session (And more).mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/8. Adam in Code.mp4

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp4

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[TutsNode.com] - Modern Deep Learning in Python/14. Keras/3. Keras Functional API.mp4

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[TutsNode.com] - Modern Deep Learning in Python/17. Deep Learning Review Topics/1. What's the difference between neural networks and deep learning.mp4

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/4. Utilities walkthrough.mp4

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/5. Review Code (pt 1).mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/1. Using Momentum to Speed Up Training.mp4

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[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/5. Constant learning rate vs. RMSProp in Code.mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/4. Variable and adaptive learning rates.mp4

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[TutsNode.com] - Modern Deep Learning in Python/7. Theano/3. Is Theano Dead.mp4

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[TutsNode.com] - Modern Deep Learning in Python/2. Review/2. Review (pt 2) Neuron Learning.mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/9. Suggestion Box.mp4

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[TutsNode.com] - Modern Deep Learning in Python/1. Introduction and Outline/2. Where to get the Code.mp4

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[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/6. Theano vs. TensorFlow.mp4

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/3. The class imbalance problem.mp4

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[TutsNode.com] - Modern Deep Learning in Python/14. Keras/1. Keras Discussion.mp4

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[TutsNode.com] - Modern Deep Learning in Python/6. Weight Initialization/3. Weight Initialization.mp4

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[TutsNode.com] - Modern Deep Learning in Python/12. Modern Regularization Techniques/4. Noise Injection.mp4

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[TutsNode.com] - Modern Deep Learning in Python/6. Weight Initialization/2. Vanishing and Exploding Gradients.mp4

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[TutsNode.com] - Modern Deep Learning in Python/10. Transition to the 2nd Half of the Course/1. Transition to the 2nd Half of the Course.mp4

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[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/2. Nesterov Momentum.mp4

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[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp4

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[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/4. Batch Normalization Tensorflow (part 1).mp4

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[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Python 2 vs Python 3.mp4

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[TutsNode.com] - Modern Deep Learning in Python/17. Deep Learning Review Topics/2. Manually Choosing Learning Rate and Regularization Penalty.mp4

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