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FreeCourseSite com Udemy Deep Learning and NLP How to create ChatBot

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

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Total Size

2.5 GB

Total Files

83

Hash

4E445C6ECAE8E0401134691395C57C0A36566129

/10_ Annex 2 - Recurrent Neural Networks/

66_ Plan of Attack.mp4

4.4 MB

67_ What are Recurrent Neural Networks.mp4

39.2 MB

68_ Vanishing Gradient Problems for RNNs.mp4

30.4 MB

69_ Long Short Term Memory.mp4

48.2 MB

70_ Practical Intuition.mp4

55.4 MB

71_ Long Short Term Memory Variations.mp4

7.7 MB

/1_ Welcome to the course!/

01_ Get Excited!.mp4

14.8 MB

02_ Applications.mp4

10.2 MB

/2_ Deep NLP Intuition/

03_ Plan of Attack.mp4

7.3 MB

04_ Types of Natural Language Processing.mp4

8.2 MB

05_ Classical vs Deep Learning Models.mp4

24.3 MB

06_ End-to-end Deep Learning Models.mp4

31.4 MB

07_ Bag-of-words model.mp4

35.7 MB

08_ Seq2Seq Architecture (Part 1).mp4

25.1 MB

09_ Seq2Seq Architecture (Part 2).mp4

24.3 MB

10_ Seq2Seq Training.mp4

23.6 MB

11_ Beam Search Decoding.mp4

18.9 MB

12_ Attention Mechanisms (Part 1).mp4

32.3 MB

13_ Attention Mechanisms (Part 2).mp4

21.3 MB

/3_ Building a ChatBot with Deep NLP/

14_ ChatBot - Step 1.mp4

9.3 MB

15_ ChatBot - Step 2.mp4

23.4 MB

16_ ChatBot - Step 3.mp4

19.0 MB

/4_ _--------- PART 1 - DATA PREPROCESSING ----------/

17_ Welcome to Part 1 - Data Preprocessing.mp4

8.5 MB

18_ ChatBot - Step 4.mp4

4.6 MB

19_ ChatBot - Step 5.mp4

12.4 MB

20_ ChatBot - Step 6.mp4

19.2 MB

21_ ChatBot - Step 7.mp4

26.3 MB

22_ ChatBot - Step 8.mp4

20.9 MB

23_ ChatBot - Step 9.mp4

23.6 MB

24_ ChatBot - Step 10.mp4

16.9 MB

25_ ChatBot - Step 11.mp4

17.3 MB

26_ ChatBot - Step 12.mp4

28.8 MB

27_ ChatBot - Step 13.mp4

16.7 MB

28_ ChatBot - Step 14.mp4

12.8 MB

29_ ChatBot - Step 15.mp4

13.7 MB

30_ ChatBot - Step 16.mp4

22.0 MB

31_ ChatBot - Step 17.mp4

45.7 MB

32 - Checkpoint.docx

17.6 KB

/5_ _--------- PART 2 - BUILDING THE SEQ2SEQ MODEL ----------/

32_ Welcome to Part 2 - Building the Seq2Seq Model.mp4

8.5 MB

33_ ChatBot - Step 18.mp4

19.7 MB

34_ ChatBot - Step 19.mp4

35.8 MB

35_ ChatBot - Step 20.mp4

39.7 MB

36_ ChatBot - Step 21.mp4

58.0 MB

37_ ChatBot - Step 22.mp4

57.1 MB

38_ ChatBot - Step 23.mp4

52.9 MB

39_ ChatBot - Step 24.mp4

36.9 MB

40-Checkpoint.docx

25.0 KB

/6_ _--------- PART 3 - TRAINING THE SEQ2SEQ MODEL ----------/

40_ Welcome to Part 3 - Training the Seq2Seq Model.mp4

8.5 MB

41_ ChatBot - Step 25.mp4

27.2 MB

42_ ChatBot - Step 26.mp4

3.8 MB

43_ ChatBot - Step 27.mp4

7.4 MB

44_ ChatBot - Step 28.mp4

13.9 MB

45_ ChatBot - Step 29.mp4

6.4 MB

46_ ChatBot - Step 30.mp4

15.4 MB

47_ ChatBot - Step 31.mp4

25.1 MB

48_ ChatBot - Step 32.mp4

23.9 MB

49_ ChatBot - Step 33.mp4

32.6 MB

50_ ChatBot - Step 34.mp4

20.7 MB

51_ ChatBot - Step 35.mp4

56.9 MB

52_ ChatBot - Step 36.mp4

25.8 MB

53 - Checkpoint.docx

31.3 KB

/7_ _--------- PART 4 - TESTING THE SEQ2SEQ MODEL ----------/

53_ Welcome to Part 4 - Testing the Seq2Seq Model.mp4

6.5 MB

54_ ChatBot - Step 37.mp4

11.0 MB

55_ ChatBot - Step 38.mp4

6.4 MB

56_ ChatBot - Step 39.mp4

36.0 MB

57 - Checkpoint.docx

33.5 KB

58 - Chatbot.docx

28.0 KB

/8_ Other ChatBot Implementations/

57_ The Best ChatBot.mp4

41.3 MB

PyTorch.zip

1.3 MB

TensorFlow1.4.zip

9.6 MB

The-Best-ChatBot.zip

836.7 MB

/9_ Annex 1 - Artificial Neural Networks/

58_ Plan of Attack.mp4

5.0 MB

59_ The Neuron.mp4

31.0 MB

60_ The Activation Function.mp4

15.5 MB

61_ How do Neural Networks work.mp4

24.7 MB

62_ How do Neural Networks learn.mp4

27.8 MB

63_ Gradient Descent.mp4

19.4 MB

64_ Stochastic Gradient Descent.mp4

17.6 MB

65_ Backpropagation.mp4

11.5 MB

/

[FreeCourseSite.com].txt

1.1 KB

[FreeCourseSite.com].url

0.1 KB

[HaxTech.me].txt

1.1 KB

[HaxTech.me].url

0.1 KB

 

Total files 83


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