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Data Science Deep Learning and Neural Networks in Python

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Data Science Deep Learning and Neural Networks in Python

文件列表
  1. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4186.35MB
  2. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/1. TensorFlow plug-and-play example.mp4100.84MB
  3. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/3. Who should learn backpropagation in 2020 and beyond.mp487.74MB
  4. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Proof that using Jupyter Notebook is the same as not using it.mp478.29MB
  5. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/11. Backpropagation (part 3).mp473.47MB
  6. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/6. Training Logistic Regression with Softmax (part 1).mp459.63MB
  7. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/2. Who should take this course in 2020 and beyond.mp457.37MB
  8. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/4. Where does this course fit into your deep learning studies.mp454.08MB
  9. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/5. Categorical Cross-Entropy Loss Function.mp449.42MB
  10. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/10. Backpropagation in code.mp446.34MB
  11. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/11. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp443.92MB
  12. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/1. Welcome/3. How to Succeed in this Course.mp443.8MB
  13. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/2. Visualizing what a neural network has learned using TensorFlow Playground.mp443.24MB
  14. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/9. Backpropagation (part 2).mp442.02MB
  15. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp438.95MB
  16. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/4. Neuron Training.mp438.53MB
  17. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/1. Welcome/1. Introduction and Outline.mp437.83MB
  18. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/14. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp437.81MB
  19. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/5. Machine Learning and AI Prerequisite Roadmap (pt 2).mp437.62MB
  20. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/4. How to Brace Yourself to Learn Backpropagation.mp437.32MB
  21. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/1. Welcome/2. Where to get the code.mp430.51MB
  22. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/6. Feedforward in Slow-Mo (part 1).mp430.28MB
  23. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 1).mp429.32MB
  24. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/3. What does it mean to train a neural network.mp427.16MB
  25. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/2. What does machine learning do.mp425.62MB
  26. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/4. Neural Networks for Regression.mp425.38MB
  27. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/5. Facial Expression Recognition in Code (Binary Sigmoid).mp425.19MB
  28. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 1).mp424.53MB
  29. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/3. Neuron Predictions.mp424.46MB
  30. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/9. Why Divide by Square Root of D.mp423.48MB
  31. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/7. Facial Expression Recognition in Code (ANN Softmax).mp423.47MB
  32. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/3. Gradient Descent Tutorial.mp422.84MB
  33. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp421.43MB
  34. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/13. E-Commerce Course Project Training Logistic Regression with Softmax.mp420.24MB
  35. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/6. Facial Expression Recognition in Code (Logistic Regression Softmax).mp419.76MB
  36. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/8. Backpropagation (part 1).mp419.3MB
  37. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/5. Backpropagation with Softmax Troubleshooting.mp418.15MB
  38. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/7. Training Logistic Regression with Softmax (part 2).mp417.88MB
  39. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/7. Feedforward in Slow-Mo (part 2).mp416.69MB
  40. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/15. Suggestion Box.mp416.1MB
  41. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/2. Why Learn the Ins and Outs of Backpropagation.mp415.62MB
  42. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/14. E-Commerce Course Project Training a Neural Network.mp415.46MB
  43. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. How to Code by Yourself (part 2).mp414.8MB
  44. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/3. Preliminaries From Neurons to Neural Networks/2. Introduction to the E-Commerce Course Project.mp414.79MB
  45. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/1. What's the difference between neural networks and deep learning.mp414.77MB
  46. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/2. What do all these symbols and letters mean.mp414.57MB
  47. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/6. Deep neural networks in just 3 lines of code with Sci-Kit Learn.mp414.1MB
  48. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/6. Review Section Summary.mp414.02MB
  49. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/3. Donut and XOR Revisited.mp413.95MB
  50. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/10. Building an entire feedforward neural network in Python.mp413.87MB
  51. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/4. Utilities walkthrough.mp413.48MB
  52. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp412.99MB
  53. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/1. Review Section Introduction.mp412.54MB
  54. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/3. Interpreting the Weights of a Neural Network.mp412.52MB
  55. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/6. Practical Considerations for Choosing Activation Functions.mp412.37MB
  56. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/11. E-Commerce Course Project Pre-Processing the Data.mp411.16MB
  57. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/3. The class imbalance problem.mp410.11MB
  58. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp49.82MB
  59. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/10. Practical Issues Section Summary.mp49.61MB
  60. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/5. How to get good at deep learning + exercises.mp49.45MB
  61. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/1. Prediction Section Introduction and Outline.mp48.99MB
  62. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/5. Deep Learning Readiness Test.mp48.58MB
  63. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/2. From Logistic Regression to Neural Networks.mp48.56MB
  64. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Where does this course fit into your deep learning studies (Old Version).mp48.46MB
  65. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/15. Training Quiz.mp48.32MB
  66. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/4. You know more than you think you know.mp48.23MB
  67. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Python 2 vs Python 3.mp47.83MB
  68. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/9. Softmax in Code.mp47.77MB
  69. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/8. Manually Choosing Learning Rate and Regularization Penalty.mp47.76MB
  70. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/12. E-Commerce Course Project Making Predictions.mp47.58MB
  71. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/3. Preliminaries From Neurons to Neural Networks/1. Neural Networks with No Math.mp47.34MB
  72. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/7. Hyperparameters and Cross-Validation.mp46.94MB
  73. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/12. The WRONG Way to Learn Backpropagation.mp46.84MB
  74. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/4. Help with Softmax Derivative.mp46.28MB
  75. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/3. Where to go from here.mp46.05MB
  76. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/14. Appendix FAQ Finale/1. What is the Appendix.mp45.45MB
  77. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Uncompress a .tar.gz file.mp45.43MB
  78. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/13. Prediction Quizzes.mp45.1MB
  79. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/4. Softmax.mp44.56MB
  80. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/1. Training Section Introduction and Outline.mp44.42MB
  81. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/16. Training Section Summary.mp44.1MB
  82. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/8. Where to get the code for this course.mp42.98MB
  83. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/8. Facial Expression Recognition Project Summary.mp42.91MB
  84. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/14. Prediction Section Summary.mp42.82MB
  85. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/1. Practical Issues Section Introduction and Outline.mp42.73MB
  86. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/5. Sigmoid vs. Softmax.mp42.41MB
  87. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/5. Common nonlinearities and their derivatives.mp42.38MB
  88. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/2. Donut and XOR Review.mp41.82MB
  89. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/1. Backpropagation Supplementary Lectures Introduction.mp41.73MB
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