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[FreeCourseLab.com] Udemy - Deep Learning and NLP A-Z™ How to create a ChatBot

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2020-2-2 02:02 2024-11-15 09:56 254 1.84 GB 77
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FreeCourseLab com Udemy - Deep Learning and NLP A-Z™ How to create a ChatBot

文件列表
  1. 1. Welcome to the course!/1. Get Excited!.mp414.12MB
  2. 1. Welcome to the course!/2. Applications.mp49.75MB
  3. 10. Annex 1 Artificial Neural Networks/1. Plan of Attack.mp44.75MB
  4. 10. Annex 1 Artificial Neural Networks/2. The Neuron.mp429.57MB
  5. 10. Annex 1 Artificial Neural Networks/3. The Activation Function.mp414.76MB
  6. 10. Annex 1 Artificial Neural Networks/4. How do Neural Networks work.mp423.54MB
  7. 10. Annex 1 Artificial Neural Networks/5. How do Neural Networks learn.mp426.56MB
  8. 10. Annex 1 Artificial Neural Networks/6. Gradient Descent.mp418.55MB
  9. 10. Annex 1 Artificial Neural Networks/7. Stochastic Gradient Descent.mp416.82MB
  10. 10. Annex 1 Artificial Neural Networks/8. Backpropagation.mp410.93MB
  11. 11. Annex 2 Recurrent Neural Networks/1. Plan of Attack.mp44.21MB
  12. 11. Annex 2 Recurrent Neural Networks/2. What are Recurrent Neural Networks.mp437.43MB
  13. 11. Annex 2 Recurrent Neural Networks/3. Vanishing Gradient Problems for RNNs.mp429.02MB
  14. 11. Annex 2 Recurrent Neural Networks/4. Long Short Term Memory.mp445.98MB
  15. 11. Annex 2 Recurrent Neural Networks/5. Practical Intuition.mp452.86MB
  16. 11. Annex 2 Recurrent Neural Networks/6. Long Short Term Memory Variations.mp47.35MB
  17. 2. Deep NLP Intuition/10. Seq2Seq Training.mp422.55MB
  18. 2. Deep NLP Intuition/11. Beam Search Decoding.mp418.03MB
  19. 2. Deep NLP Intuition/12. Attention Mechanisms (Part 1).mp430.83MB
  20. 2. Deep NLP Intuition/13. Attention Mechanisms (Part 2).mp420.27MB
  21. 2. Deep NLP Intuition/2. Updates on Udemy Reviews.mp446.17MB
  22. 2. Deep NLP Intuition/3. Plan of Attack.mp46.97MB
  23. 2. Deep NLP Intuition/4. Types of Natural Language Processing.mp47.83MB
  24. 2. Deep NLP Intuition/5. Classical vs Deep Learning Models.mp423.19MB
  25. 2. Deep NLP Intuition/6. End-to-end Deep Learning Models.mp429.95MB
  26. 2. Deep NLP Intuition/7. Bag-of-words model.mp434.1MB
  27. 2. Deep NLP Intuition/8. Seq2Seq Architecture (Part 1).mp423.91MB
  28. 2. Deep NLP Intuition/9. Seq2Seq Architecture (Part 2).mp423.15MB
  29. 3. Building a ChatBot with Deep NLP/1. ChatBot - Step 1.mp48.84MB
  30. 3. Building a ChatBot with Deep NLP/2. ChatBot - Step 2.mp422.34MB
  31. 3. Building a ChatBot with Deep NLP/3. ChatBot - Step 3.mp418.17MB
  32. 4. ---------- PART 1 - DATA PREPROCESSING ----------/1. Welcome to Part 1 - Data Preprocessing.mp48.14MB
  33. 4. ---------- PART 1 - DATA PREPROCESSING ----------/10. ChatBot - Step 12.mp427.46MB
  34. 4. ---------- PART 1 - DATA PREPROCESSING ----------/11. ChatBot - Step 13.mp415.9MB
  35. 4. ---------- PART 1 - DATA PREPROCESSING ----------/12. ChatBot - Step 14.mp412.2MB
  36. 4. ---------- PART 1 - DATA PREPROCESSING ----------/13. ChatBot - Step 15.mp413.08MB
  37. 4. ---------- PART 1 - DATA PREPROCESSING ----------/14. ChatBot - Step 16.mp420.96MB
  38. 4. ---------- PART 1 - DATA PREPROCESSING ----------/15. ChatBot - Step 17.mp443.57MB
  39. 4. ---------- PART 1 - DATA PREPROCESSING ----------/2. ChatBot - Step 4.mp44.43MB
  40. 4. ---------- PART 1 - DATA PREPROCESSING ----------/3. ChatBot - Step 5.mp411.87MB
  41. 4. ---------- PART 1 - DATA PREPROCESSING ----------/4. ChatBot - Step 6.mp418.36MB
  42. 4. ---------- PART 1 - DATA PREPROCESSING ----------/5. ChatBot - Step 7.mp425.07MB
  43. 4. ---------- PART 1 - DATA PREPROCESSING ----------/6. ChatBot - Step 8.mp419.94MB
  44. 4. ---------- PART 1 - DATA PREPROCESSING ----------/7. ChatBot - Step 9.mp422.48MB
  45. 4. ---------- PART 1 - DATA PREPROCESSING ----------/8. ChatBot - Step 10.mp416.16MB
  46. 4. ---------- PART 1 - DATA PREPROCESSING ----------/9. ChatBot - Step 11.mp416.47MB
  47. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 2 - Building the Seq2Seq Model.mp48.16MB
  48. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 18.mp418.84MB
  49. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 19.mp434.15MB
  50. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 20.mp437.83MB
  51. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 21.mp455.34MB
  52. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 22.mp454.44MB
  53. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 23.mp450.44MB
  54. 5. ---------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 24.mp435.19MB
  55. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/10. ChatBot - Step 32.mp422.84MB
  56. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/11. ChatBot - Step 33.mp431.14MB
  57. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/12. ChatBot - Step 34.mp419.74MB
  58. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/13. ChatBot - Step 35.mp454.27MB
  59. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/14. ChatBot - Step 36.mp424.61MB
  60. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 3 - Training the Seq2Seq Model.mp48.16MB
  61. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 25.mp425.95MB
  62. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 26.mp43.63MB
  63. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 27.mp47.05MB
  64. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/6. ChatBot - Step 28.mp413.25MB
  65. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/7. ChatBot - Step 29.mp46.07MB
  66. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/8. ChatBot - Step 30.mp414.69MB
  67. 6. ---------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/9. ChatBot - Step 31.mp423.95MB
  68. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/2. Welcome to Part 4 - Testing the Seq2Seq Model.mp46.21MB
  69. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 37.mp410.52MB
  70. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 38.mp46.14MB
  71. 7. ---------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 39.mp434.3MB
  72. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/2. ChatBot - Step 42 Introduction to a new model & setup.mp435.53MB
  73. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/3. ChatBot - Step 43 Chatbot model discussion.mp499.26MB
  74. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/4. ChatBot - Step 44 Tensorboard.mp459.9MB
  75. 8. ---------- PART 5 - IMPROVING & TUNING THE SEQ2SEQ MODEL ----------/5. ChatBot - Step 45 Run the new chatbot model.mp435.41MB
  76. 9. Other ChatBot Implementations/2. The Best ChatBot.mp439.42MB
  77. 9. Other ChatBot Implementations/5. THANK YOU bonus video.mp452.25MB
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