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

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视频 2018-6-27 13:03 2024-11-19 03:34 218 1.52 GB 71
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文件列表
  1. 10_ Annex 2 - Recurrent Neural Networks/66_ Plan of Attack.mp44.2MB
  2. 10_ Annex 2 - Recurrent Neural Networks/67_ What are Recurrent Neural Networks.mp437.42MB
  3. 10_ Annex 2 - Recurrent Neural Networks/68_ Vanishing Gradient Problems for RNNs.mp429.01MB
  4. 10_ Annex 2 - Recurrent Neural Networks/69_ Long Short Term Memory.mp445.97MB
  5. 10_ Annex 2 - Recurrent Neural Networks/70_ Practical Intuition.mp452.85MB
  6. 10_ Annex 2 - Recurrent Neural Networks/71_ Long Short Term Memory Variations.mp47.34MB
  7. 1_ Welcome to the course!/01_ Get Excited!.mp414.12MB
  8. 1_ Welcome to the course!/02_ Applications.mp49.74MB
  9. 2_ Deep NLP Intuition/03_ Plan of Attack.mp46.96MB
  10. 2_ Deep NLP Intuition/04_ Types of Natural Language Processing.mp47.82MB
  11. 2_ Deep NLP Intuition/05_ Classical vs Deep Learning Models.mp423.18MB
  12. 2_ Deep NLP Intuition/06_ End-to-end Deep Learning Models.mp429.94MB
  13. 2_ Deep NLP Intuition/07_ Bag-of-words model.mp434.09MB
  14. 2_ Deep NLP Intuition/08_ Seq2Seq Architecture (Part 1).mp423.9MB
  15. 2_ Deep NLP Intuition/09_ Seq2Seq Architecture (Part 2).mp423.14MB
  16. 2_ Deep NLP Intuition/10_ Seq2Seq Training.mp422.55MB
  17. 2_ Deep NLP Intuition/11_ Beam Search Decoding.mp418.03MB
  18. 2_ Deep NLP Intuition/12_ Attention Mechanisms (Part 1).mp430.82MB
  19. 2_ Deep NLP Intuition/13_ Attention Mechanisms (Part 2).mp420.27MB
  20. 3_ Building a ChatBot with Deep NLP/14_ ChatBot - Step 1.mp48.83MB
  21. 3_ Building a ChatBot with Deep NLP/15_ ChatBot - Step 2.mp422.34MB
  22. 3_ Building a ChatBot with Deep NLP/16_ ChatBot - Step 3.mp418.16MB
  23. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/17_ Welcome to Part 1 - Data Preprocessing.mp48.13MB
  24. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/18_ ChatBot - Step 4.mp44.42MB
  25. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/19_ ChatBot - Step 5.mp411.86MB
  26. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/20_ ChatBot - Step 6.mp418.35MB
  27. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/21_ ChatBot - Step 7.mp425.06MB
  28. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/22_ ChatBot - Step 8.mp419.93MB
  29. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/23_ ChatBot - Step 9.mp422.48MB
  30. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/24_ ChatBot - Step 10.mp416.15MB
  31. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/25_ ChatBot - Step 11.mp416.47MB
  32. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/26_ ChatBot - Step 12.mp427.46MB
  33. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/27_ ChatBot - Step 13.mp415.89MB
  34. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/28_ ChatBot - Step 14.mp412.2MB
  35. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/29_ ChatBot - Step 15.mp413.07MB
  36. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/30_ ChatBot - Step 16.mp420.96MB
  37. 4_ _--------- PART 1 - DATA PREPROCESSING ----------/31_ ChatBot - Step 17.mp443.56MB
  38. 5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/32_ Welcome to Part 2 - Building the Seq2Seq Model.mp48.15MB
  39. 5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/33_ ChatBot - Step 18.mp418.83MB
  40. 5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/34_ ChatBot - Step 19.mp434.14MB
  41. 5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/35_ ChatBot - Step 20.mp437.83MB
  42. 5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/36_ ChatBot - Step 21.mp455.33MB
  43. 5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/37_ ChatBot - Step 22.mp454.43MB
  44. 5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/38_ ChatBot - Step 23.mp450.44MB
  45. 5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/39_ ChatBot - Step 24.mp435.18MB
  46. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/40_ Welcome to Part 3 - Training the Seq2Seq Model.mp48.15MB
  47. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/41_ ChatBot - Step 25.mp425.94MB
  48. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/42_ ChatBot - Step 26.mp43.63MB
  49. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/43_ ChatBot - Step 27.mp47.04MB
  50. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/44_ ChatBot - Step 28.mp413.24MB
  51. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/45_ ChatBot - Step 29.mp46.06MB
  52. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/46_ ChatBot - Step 30.mp414.68MB
  53. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/47_ ChatBot - Step 31.mp423.95MB
  54. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/48_ ChatBot - Step 32.mp422.83MB
  55. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/49_ ChatBot - Step 33.mp431.14MB
  56. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/50_ ChatBot - Step 34.mp419.74MB
  57. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/51_ ChatBot - Step 35.mp454.26MB
  58. 6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/52_ ChatBot - Step 36.mp424.61MB
  59. 7_ _--------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/53_ Welcome to Part 4 - Testing the Seq2Seq Model.mp46.21MB
  60. 7_ _--------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/54_ ChatBot - Step 37.mp410.51MB
  61. 7_ _--------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/55_ ChatBot - Step 38.mp46.13MB
  62. 7_ _--------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/56_ ChatBot - Step 39.mp434.29MB
  63. 8_ Other ChatBot Implementations/57_ The Best ChatBot.mp439.41MB
  64. 9_ Annex 1 - Artificial Neural Networks/58_ Plan of Attack.mp44.74MB
  65. 9_ Annex 1 - Artificial Neural Networks/59_ The Neuron.mp429.57MB
  66. 9_ Annex 1 - Artificial Neural Networks/60_ The Activation Function.mp414.75MB
  67. 9_ Annex 1 - Artificial Neural Networks/61_ How do Neural Networks work.mp423.53MB
  68. 9_ Annex 1 - Artificial Neural Networks/62_ How do Neural Networks learn.mp426.55MB
  69. 9_ Annex 1 - Artificial Neural Networks/63_ Gradient Descent.mp418.54MB
  70. 9_ Annex 1 - Artificial Neural Networks/64_ Stochastic Gradient Descent.mp416.81MB
  71. 9_ Annex 1 - Artificial Neural Networks/65_ Backpropagation.mp410.93MB
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