[ WebToolTip.com ] Udemy - Modern NLP for AI Engineers and Data Scientists

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Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - NLP Foundations Revisited Engineer View/1. 1 1 What Makes NLP Different from Other ML Domains.mp4

81 MB

~Get Your Files Here !/1 - NLP Foundations Revisited Engineer View/2. 1 2 Text as Data.mp4

74 MB

~Get Your Files Here !/1 - NLP Foundations Revisited Engineer View/3. 1 3 NLP Problem Taxonomy.mp4

69 MB

~Get Your Files Here !/10 - NLP Pipelines System Design/43. 10 1 End-to-End NLP Pipelines.mp4

52 MB

~Get Your Files Here !/10 - NLP Pipelines System Design/44. 10 2 NLP in Microservices.mp4

43 MB

~Get Your Files Here !/10 - NLP Pipelines System Design/45. 10 3 Evaluation Monitoring.mp4

56 MB

~Get Your Files Here !/10 - NLP Pipelines System Design/46. System Design Architecture Exercises.html

13 kB

~Get Your Files Here !/11 - Beyond LLMs Hybrid NLP Systems/47. 11 1 When NOT to Use LLMs.mp4

45 MB

~Get Your Files Here !/11 - Beyond LLMs Hybrid NLP Systems/48. 11 2 LLM Classical NLP.mp4

53 MB

~Get Your Files Here !/11 - Beyond LLMs Hybrid NLP Systems/49. 11 3 Failure Modes in LLM-Centric NLP.mp4

52 MB

~Get Your Files Here !/11 - Beyond LLMs Hybrid NLP Systems/50. Case-Study Design Decision Exercises.html

14 kB

~Get Your Files Here !/12 - Ethics, Bias Responsible NLP/51. 12 1 Bias in Text Data.mp4

57 MB

~Get Your Files Here !/12 - Ethics, Bias Responsible NLP/52. 12 2 Fairness Explainability.mp4

59 MB

~Get Your Files Here !/12 - Ethics, Bias Responsible NLP/53. 12 3 Privacy-Aware NLP.mp4

64 MB

~Get Your Files Here !/12 - Ethics, Bias Responsible NLP/54. Scenario-Based Audit Policy Exercises.html

14 kB

~Get Your Files Here !/2 - Text Preprocessing Linguistic Pipelines/4. 2 1 Text Cleaning in Production.mp4

54 MB

~Get Your Files Here !/2 - Text Preprocessing Linguistic Pipelines/5. 2 2 Tokenization Strategies.mp4

65 MB

~Get Your Files Here !/2 - Text Preprocessing Linguistic Pipelines/6. 2 3 Stemming vs Lemmatization.mp4

60 MB

~Get Your Files Here !/2 - Text Preprocessing Linguistic Pipelines/7. 2 4 Sentence Segmentation Parsing Basics.mp4

65 MB

~Get Your Files Here !/2 - Text Preprocessing Linguistic Pipelines/8. Hands on Lab.html

14 kB

~Get Your Files Here !/3 - SECTION 3 Feature Engineering for Classical NLP/10. 3 2 TF-IDF Statistical Weighting.mp4

82 MB

~Get Your Files Here !/3 - SECTION 3 Feature Engineering for Classical NLP/11. 3 3 Feature Selection for Text.mp4

79 MB

~Get Your Files Here !/3 - SECTION 3 Feature Engineering for Classical NLP/12. 3 4 Classical NLP Models.mp4

68 MB

~Get Your Files Here !/3 - SECTION 3 Feature Engineering for Classical NLP/13. Hands on Lab Model Evaluation.html

12 kB

~Get Your Files Here !/3 - SECTION 3 Feature Engineering for Classical NLP/9. 3 1 Bag-of-Words N-grams.mp4

79 MB

~Get Your Files Here !/4 - Word Representations Distributional Semantics/14. 4 1 Distributional Hypothesis.mp4

70 MB

~Get Your Files Here !/4 - Word Representations Distributional Semantics/15. 4 2 Static Word Embeddings.mp4

52 MB

~Get Your Files Here !/4 - Word Representations Distributional Semantics/16. 4 3 Embedding Geometry.mp4

70 MB

~Get Your Files Here !/4 - Word Representations Distributional Semantics/17. 4 4 Limitations of Static Embeddings.mp4

69 MB

~Get Your Files Here !/4 - Word Representations Distributional Semantics/18. Hands on Lab Visualization Exercise.html

12 kB

~Get Your Files Here !/5 - Sequence Modeling for NLP/19. 5 1 Sequence Learning Fundamentals.mp4

60 MB

~Get Your Files Here !/5 - Sequence Modeling for NLP/20. 5 2 Recurrent Neural Networks.mp4

63 MB

~Get Your Files Here !/5 - Sequence Modeling for NLP/21. 5 3 LSTM GRU for NLP.mp4

71 MB

~Get Your Files Here !/5 - Sequence Modeling for NLP/22. 5 4 Bidirectional Models.mp4

61 MB

~Get Your Files Here !/5 - Sequence Modeling for NLP/23. Hands on Lab.html

11 kB

~Get Your Files Here !/6 - Attention Transformer Fundamentals Pre-LLM/24. 6 1 Attention Mechanism.mp4

65 MB

~Get Your Files Here !/6 - Attention Transformer Fundamentals Pre-LLM/25. 6 2 Transformer Architecture.mp4

75 MB

~Get Your Files Here !/6 - Attention Transformer Fundamentals Pre-LLM/26. 6 3 Why Transformers Replaced RNNs.mp4

66 MB

~Get Your Files Here !/6 - Attention Transformer Fundamentals Pre-LLM/27. 6 4 Transformer Use Without LLMs.mp4

66 MB

~Get Your Files Here !/6 - Attention Transformer Fundamentals Pre-LLM/28. Hands-On Lab Architecture Reasoning Exercise.html

14 kB

~Get Your Files Here !/7 - Contextual Embeddings Representation Learning/29. 7 1 Contextual Embeddings.mp4

71 MB

~Get Your Files Here !/7 - Contextual Embeddings Representation Learning/30. 7 2 Encoder-Only Models.mp4

52 MB

~Get Your Files Here !/7 - Contextual Embeddings Representation Learning/31. 7 3 Sentence Document Embeddings.mp4

59 MB

~Get Your Files Here !/7 - Contextual Embeddings Representation Learning/32. 7 4 Embedding Evaluation.mp4

75 MB

~Get Your Files Here !/7 - Contextual Embeddings Representation Learning/33. Applied Embedding Lab Evaluation Task.html

13 kB

~Get Your Files Here !/8 - NLP Tasks in Practice/34. 8 1 Text Classification.mp4

60 MB

~Get Your Files Here !/8 - NLP Tasks in Practice/35. 8 2 Named Entity Recognition NER.mp4

64 MB

~Get Your Files Here !/8 - NLP Tasks in Practice/36. 8 3 Text Similarity Semantic Search.mp4

63 MB

~Get Your Files Here !/8 - NLP Tasks in Practice/37. 8 4 Topic Modeling.mp4

68 MB

~Get Your Files Here !/8 - NLP Tasks in Practice/38. End-to-End Hands-On Mini Projects.html

13 kB

~Get Your Files Here !/9 - Information Retrieval Search Systems/39. 9 1 Classical IR.mp4

65 MB

~Get Your Files Here !/9 - Information Retrieval Search Systems/40. 9 2 Vector Search Semantic Retrieval.mp4

49 MB

~Get Your Files Here !/9 - Information Retrieval Search Systems/41. 9 3 Hybrid Search Systems.mp4

55 MB

~Get Your Files Here !/9 - Information Retrieval Search Systems/42. System-Level Hands-On Lab.html

14 kB

~Get Your Files Here !/Bonus Resources.txt

70 B