Download Udemy - Modern NLP for AI Engineers and Data Scientists Torrent

Torrent Contents Size: 2.7 GB

Udemy - Modern NLP for AI Engineers and Data Scientists

Bonus Resources.txt

TXT

102.4 B

Get Bonus Downloads Here.url

URL

204.8 B

~Get Your Files Here !

1 - NLP Foundations Revisited Engineer View

1. 1 1 What Makes NLP Different from Other ML Domains.mp4

MP4

80.7 MB

10 - NLP Pipelines System Design

11 - Beyond LLMs Hybrid NLP Systems

12 - Ethics, Bias Responsible NLP

2 - Text Preprocessing Linguistic Pipelines

3 - SECTION 3 Feature Engineering for Classical NLP

10. 3 2 TF-IDF Statistical Weighting.mp4

MP4

82 MB

11. 3 3 Feature Selection for Text.mp4

MP4

79.4 MB

12. 3 4 Classical NLP Models.mp4

MP4

67.9 MB

13. Hands on Lab Model Evaluation.html

HTML

11.6 KB

4 - Word Representations Distributional Semantics

14. 4 1 Distributional Hypothesis.mp4

MP4

69.8 MB

15. 4 2 Static Word Embeddings.mp4

MP4

52 MB

16. 4 3 Embedding Geometry.mp4

MP4

70.3 MB

17. 4 4 Limitations of Static Embeddings.mp4

MP4

69.4 MB

18. Hands on Lab Visualization Exercise.html

HTML

11.7 KB

5 - Sequence Modeling for NLP

19. 5 1 Sequence Learning Fundamentals.mp4

MP4

59.6 MB

20. 5 2 Recurrent Neural Networks.mp4

MP4

62.9 MB

21. 5 3 LSTM GRU for NLP.mp4

MP4

71.1 MB

22. 5 4 Bidirectional Models.mp4

MP4

60.6 MB

23. Hands on Lab.html

HTML

11.2 KB

6 - Attention Transformer Fundamentals Pre-LLM

24. 6 1 Attention Mechanism.mp4

MP4

64.9 MB

25. 6 2 Transformer Architecture.mp4

MP4

75.3 MB

26. 6 3 Why Transformers Replaced RNNs.mp4

MP4

66.2 MB

27. 6 4 Transformer Use Without LLMs.mp4

MP4

66.3 MB

28. Hands-On Lab Architecture Reasoning Exercise.html

HTML

14.2 KB

7 - Contextual Embeddings Representation Learning

29. 7 1 Contextual Embeddings.mp4

MP4

71.2 MB

30. 7 2 Encoder-Only Models.mp4

MP4

52.5 MB

31. 7 3 Sentence Document Embeddings.mp4

MP4

58.9 MB

32. 7 4 Embedding Evaluation.mp4

MP4

74.6 MB

33. Applied Embedding Lab Evaluation Task.html

HTML

13.3 KB

8 - NLP Tasks in Practice

34. 8 1 Text Classification.mp4

MP4

59.6 MB

35. 8 2 Named Entity Recognition NER.mp4

MP4

63.8 MB

36. 8 3 Text Similarity Semantic Search.mp4

MP4

62.8 MB

37. 8 4 Topic Modeling.mp4

MP4

68 MB

38. End-to-End Hands-On Mini Projects.html

HTML

12.6 KB

9 - Information Retrieval Search Systems

39. 9 1 Classical IR.mp4	MP4	64.7 MB
40. 9 2 Vector Search Semantic Retrieval.mp4	MP4	49.4 MB
41. 9 3 Hybrid Search Systems.mp4	MP4	54.8 MB
42. System-Level Hands-On Lab.html	HTML	13.8 KB

9. 3 1 Bag-of-Words N-grams.mp4

MP4

78.6 MB

4. 2 1 Text Cleaning in Production.mp4

MP4

54 MB

5. 2 2 Tokenization Strategies.mp4

MP4

64.7 MB

6. 2 3 Stemming vs Lemmatization.mp4

MP4

59.5 MB

7. 2 4 Sentence Segmentation Parsing Basics.mp4

MP4

65.3 MB

8. Hands on Lab.html

HTML

14.5 KB

51. 12 1 Bias in Text Data.mp4

MP4

56.6 MB

52. 12 2 Fairness Explainability.mp4

MP4

59.2 MB

53. 12 3 Privacy-Aware NLP.mp4

MP4

63.7 MB

54. Scenario-Based Audit Policy Exercises.html

HTML

14.4 KB

47. 11 1 When NOT to Use LLMs.mp4

MP4

44.9 MB

48. 11 2 LLM Classical NLP.mp4

MP4

53.2 MB

49. 11 3 Failure Modes in LLM-Centric NLP.mp4

MP4

52 MB

50. Case-Study Design Decision Exercises.html

HTML

13.6 KB

43. 10 1 End-to-End NLP Pipelines.mp4

MP4

52.2 MB

44. 10 2 NLP in Microservices.mp4

MP4

42.9 MB

45. 10 3 Evaluation Monitoring.mp4

MP4

55.5 MB

46. System Design Architecture Exercises.html

HTML

13.4 KB

2. 1 2 Text as Data.mp4

MP4

73.8 MB

3. 1 3 NLP Problem Taxonomy.mp4

MP4

68.9 MB

Description

Show full description

Related Torrents

TORRENT NAME	SIZE	FILES	AGE	SEED	LEECH	SOURCE
Udemy - High-Performance 3D Graphics Programming - Modern OpenGL Posted by freecoursewb in Other Posted in Other 28 1.4 GB 2 months ago freecoursewb	Size 1.4 GB	Files 114	Age 2 months ago	Seeds 28	Leechs 5	Source
Udemy - Modern Human Resource Management - A Practical Guide Posted by freecoursewb in Other Posted in Other 3 673.8 MB 3 months ago freecoursewb	Size 673.8 MB	Files 30	Age 3 months ago	Seeds 3	Leechs 2	Source
Udemy - Learn to draw modern landscapes in charcoal Posted by freecoursewb in Other Posted in Other 8 1.1 GB 3 months ago freecoursewb	Size 1.1 GB	Files 19	Age 3 months ago	Seeds 8	Leechs 6	Source
Udemy - Modern Power Apps Development with Copilot and AI Builder Posted by freecoursewb in Other Posted in Other 1 3.3 GB 3 months ago freecoursewb	Size 3.3 GB	Files 45	Age 3 months ago	Seeds 1	Leechs 0	Source
Udemy - Modern Revenue Cycle Management (RCM) - End-to-End Strategy Posted by freecoursewb in Other Posted in Other 0 2.3 GB 4 months ago freecoursewb	Size 2.3 GB	Files 44	Age 4 months ago	Seeds 0	Leechs 0	Source

Udemy - Modern NLP for AI Engineers and Data Scientists

Torrent Contents Size: 2.7 GB

Description

Related Torrents

Location

Trackers

Latest News

Latest Searches

Sites In Our Index

Popular Tags

Tracker name
udp://tracker.torrent.eu.org:451/announce
udp://tracker.tiny-vps.com:6969/announce
http://tracker.foreverpirates.co:80/announce
udp://tracker.cyberia.is:6969/announce
udp://exodus.desync.com:6969/announce
udp://explodie.org:6969/announce
udp://tracker.opentrackr.org:1337/announce
udp://9.rarbg.to:2780/announce
udp://tracker.internetwarriors.net:1337/announce
udp://ipv4.tracker.harry.lu:80/announce
udp://open.stealth.si:80/announce
udp://9.rarbg.to:2900/announce
udp://9.rarbg.me:2720/announce
udp://opentor.org:2710/announce
udp://tracker.opentrackr.org:1337/announce
http://tracker.openbittorrent.com:80/announce
udp://opentracker.i2p.rocks:6969/announce
udp://tracker.internetwarriors.net:1337/announce
udp://tracker.leechers-paradise.org:6969/announce
udp://coppersurfer.tk:6969/announce
udp://tracker.zer0day.to:1337/announce