Filename Size 1. Welcome/1. Introduction and Outline.mp4 6.1 MB 1. Welcome/1. Introduction and Outline.vtt 6.2 KB 1. Welcome/2. Where does this course fit into your deep learning studies.mp4 54.1 MB 1. Welcome/2. Where does this course fit into your deep learning studies.vtt 14.3 KB 1. Welcome/3. Where to get the code.mp4 23.4 MB 1. Welcome/3. Where to get the code.vtt 5.7 KB 1. Welcome/4. How to Succeed in this Course.mp4 17.4 MB 1. Welcome/4. How to Succeed in this Course.vtt 3.7 KB 10. Appendix/1. What is the Appendix.mp4 5.5 MB 10. Appendix/1. What is the Appendix.vtt 3.4 KB 10. Appendix/10. How to Uncompress a .tar.gz file.mp4 5.4 MB 10. Appendix/10. How to Uncompress a .tar.gz file.vtt 3.9 KB 10. Appendix/11. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 4 MB 10. Appendix/11. BONUS Where to get Udemy coupons and FREE deep learning material.vtt 3.3 KB 10. Appendix/12. Python 2 vs Python 3.mp4 7.8 MB 10. Appendix/12. Python 2 vs Python 3.vtt 5.9 KB 10. Appendix/13. Where does this course fit into your deep learning studies (Old Version).mp4 8.5 MB 10. Appendix/13. Where does this course fit into your deep learning studies (Old Version).vtt 7.4 KB 10. Appendix/14. What order should I take your courses in (part 1).mp4 29.3 MB 10. Appendix/14. What order should I take your courses in (part 1).vtt 15.2 KB 10. Appendix/15. What order should I take your courses in (part 2).mp4 37.6 MB 10. Appendix/15. What order should I take your courses in (part 2).vtt 22.3 KB 10. Appendix/2. What's the difference between neural networks and deep learning.mp4 14.8 MB 10. Appendix/2. What's the difference between neural networks and deep learning.vtt 9.7 KB 10. Appendix/3. Windows-Focused Environment Setup 2018.mp4 186.4 MB 10. Appendix/3. Windows-Focused Environment Setup 2018.vtt 18.9 KB 10. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.9 MB 10. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt 14 KB 10. Appendix/5. How to Code by Yourself (part 1).mp4 24.5 MB 10. Appendix/5. How to Code by Yourself (part 1).vtt 21.3 KB 10. Appendix/6. How to Code by Yourself (part 2).mp4 14.8 MB 10. Appendix/6. How to Code by Yourself (part 2).vtt 12.4 KB 10. Appendix/7. How to Succeed in this Course (Long Version).mp4 13 MB 10. Appendix/7. How to Succeed in this Course (Long Version).vtt 13.7 KB 10. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39 MB 10. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt 29.9 KB 10. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.mp4 78.3 MB 10. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.vtt 13.2 KB 2. Review/1. Review Section Introduction.mp4 12.5 MB 2. Review/1. Review Section Introduction.vtt 2.6 KB 2. Review/2. What does machine learning do.mp4 25.6 MB 2. Review/2. What does machine learning do.vtt 7.2 KB 2. Review/3. Neuron Predictions.mp4 24.5 MB 2. Review/3. Neuron Predictions.vtt 5.6 KB 2. Review/4. Neuron Training.mp4 38.5 MB 2. Review/4. Neuron Training.vtt 10.9 KB 2. Review/5. Deep Learning Readiness Test.mp4 8.6 MB 2. Review/5. Deep Learning Readiness Test.vtt 7.5 KB 2. Review/6. Review Section Summary.mp4 14 MB 2. Review/6. Review Section Summary.vtt 4.9 KB 3. Preliminaries From Neurons to Neural Networks/1. Neural Networks with No Math.mp4 7.3 MB 3. Preliminaries From Neurons to Neural Networks/1. Neural Networks with No Math.vtt 6.5 KB 3. Preliminaries From Neurons to Neural Networks/2. Introduction to the E-Commerce Course Project.mp4 14.8 MB 3. Preliminaries From Neurons to Neural Networks/2. Introduction to the E-Commerce Course Project.vtt 13.2 KB 4. Classifying more than 2 things at a time/1. Prediction Section Introduction and Outline.mp4 9 MB 4. Classifying more than 2 things at a time/1. Prediction Section Introduction and Outline.vtt 7.7 KB 4. Classifying more than 2 things at a time/10. Building an entire feedforward neural network in Python.mp4 13.9 MB 4. Classifying more than 2 things at a time/10. Building an entire feedforward neural network in Python.vtt 5.1 KB 4. Classifying more than 2 things at a time/11. E-Commerce Course Project Pre-Processing the Data.mp4 11.2 MB 4. Classifying more than 2 things at a time/11. E-Commerce Course Project Pre-Processing the Data.vtt 5.3 KB 4. Classifying more than 2 things at a time/12. E-Commerce Course Project Making Predictions.mp4 7.6 MB 4. Classifying more than 2 things at a time/12. E-Commerce Course Project Making Predictions.vtt 3.5 KB 4. Classifying more than 2 things at a time/13. Prediction Quizzes.mp4 5.1 MB 4. Classifying more than 2 things at a time/13. Prediction Quizzes.vtt 4.2 KB 4. Classifying more than 2 things at a time/14. Prediction Section Summary.mp4 2.8 MB 4. Classifying more than 2 things at a time/14. Prediction Section Summary.vtt 2.6 KB 4. Classifying more than 2 things at a time/2. From Logistic Regression to Neural Networks.mp4 8.6 MB 4. Classifying more than 2 things at a time/2. From Logistic Regression to Neural Networks.vtt 6.9 KB 4. Classifying more than 2 things at a time/3. Interpreting the Weights of a Neural Network.mp4 12.5 MB 4. Classifying more than 2 things at a time/3. Interpreting the Weights of a Neural Network.vtt 9.7 KB 4. Classifying more than 2 things at a time/4. Softmax.mp4 4.6 MB 4. Classifying more than 2 things at a time/4. Softmax.vtt 3.9 KB 4. Classifying more than 2 things at a time/5. Sigmoid vs. Softmax.mp4 2.4 MB 4. Classifying more than 2 things at a time/5. Sigmoid vs. Softmax.vtt 1.8 KB 4. Classifying more than 2 things at a time/6. Feedforward in Slow-Mo (part 1).mp4 30.3 MB 4. Classifying more than 2 things at a time/6. Feedforward in Slow-Mo (part 1).vtt 26.5 KB 4. Classifying more than 2 things at a time/7. Feedforward in Slow-Mo (part 2).mp4 16.7 MB 4. Classifying more than 2 things at a time/7. Feedforward in Slow-Mo (part 2).vtt 14.3 KB 4. Classifying more than 2 things at a time/8. Where to get the code for this course.mp4 3 MB 4. Classifying more than 2 things at a time/8. Where to get the code for this course.vtt 2 KB 4. Classifying more than 2 things at a time/9. Softmax in Code.mp4 7.8 MB 4. Classifying more than 2 things at a time/9. Softmax in Code.vtt 3.7 KB 5. Training a neural network/1. Training Section Introduction and Outline.mp4 4.4 MB 5. Training a neural network/1. Training Section Introduction and Outline.vtt 4 KB 5. Training a neural network/10. E-Commerce Course Project Training Logistic Regression with Softmax.mp4 20.3 MB 5. Training a neural network/10. E-Commerce Course Project Training Logistic Regression with Softmax.vtt 6.5 KB 5. Training a neural network/11. E-Commerce Course Project Training a Neural Network.mp4 15.5 MB 5. Training a neural network/11. E-Commerce Course Project Training a Neural Network.vtt 4.7 KB 5. Training a neural network/12. Training Quiz.mp4 8.3 MB 5. Training a neural network/12. Training Quiz.vtt 6.6 KB 5. Training a neural network/13. Training Section Summary.mp4 4.1 MB 5. Training a neural network/13. Training Section Summary.vtt 3.7 KB 5. Training a neural network/2. What do all these symbols and letters mean.mp4 14.6 MB 5. Training a neural network/2. What do all these symbols and letters mean.vtt 13.4 KB 5. Training a neural network/3. What does it mean to train a neural network.mp4 9.7 MB 5. Training a neural network/3. What does it mean to train a neural network.vtt 9 KB 5. Training a neural network/4. How to Brace Yourself to Learn Backpropagation.mp4 37.3 MB 5. Training a neural network/4. How to Brace Yourself to Learn Backpropagation.vtt 9.3 KB 5. Training a neural network/5. Backpropagation Intro.mp4 19.1 MB
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