•  CALCULA SALDO
  • Consultas: 933 804 700
  • Contacta: 651 93 73 66
  • Documentación:
  • Redes Sociales:

NLP con python

Temario del curso

Section 1: Introduction 5 / 5|22min 1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE! 4min Quiz 1: Quick Check 2. Curriculum Overview 3min 3. Installation and Setup Lecture 12min 4. FAQ - Frequently Asked Questions 3min Section 2: Python Text Basics 0 / 8|1hr 20min 5. Introduction to Python Text Basics 1min 6. Working with Text Files with Python - Part One 11min 7. Working with Text Files with Python - Part Two 21min 8. Working with PDFs 13min 9. Regular Expressions Part One 15min 10. Regular Expressions Part Two 11min 11. Python Text Basics - Assessment Overview 2min 12. Python Text Basics - Assessment Solutions 7min Section 3: Natural Language Processing Basics 0 / 13|1hr 44min 13. Introduction to Natural Language Processing 1min 14. Spacy Setup and Overview 7min 15. What is Natural Language Processing? 3min 16. Spacy Basics 19min 17. Tokenization - Part One 16min 18. Tokenization - Part Two 6min 19. Stemming 9min 20. Lemmatization 7min 21. Stop Words 5min 22. Phrase Matching and Vocabulary - Part One 14min 23. Phrase Matching and Vocabulary - Part Two 7min 24. NLP Basics Assessment Overview 3min 25. NLP Basics Assessment Solution 8min Section 4: Part of Speech Tagging and Named Entity Recognition 0 / 9|1hr 17min 26. Introduction to Section on POS and NER 1min 27. Part of Speech Tagging 17min 28. Visualizing Part of Speech 6min 29. Named Entity Recognition - Part One 10min 30. Named Entity Recognition - Part Two 9min 31. Visualizing Named Entity Recognition 7min 32. Sentence Segmentation 16min 33. Part Of Speech Assessment 2min 34. Part Of Speech Assessment - Solutions 8min Section 5: Text Classification 0 / 13|1hr 51min 35. Introduction to Text Classification 1min 36. Machine Learning Overview 10min 37. Classification Metrics 12min 38. Confusion Matrix 10min 39. Scikit-Learn Primer - How to Use SciKit-Learn 4min 40. Scikit-Learn Primer - Code Along Part One 15min 41. Scikit-Learn Primer - Code Along Part Two 9min 42. Text Feature Extraction Overview 6min 43. Text Feature Extraction - Code Along Implementations 14min 44. Text Feature Extraction - Code Along - Part Two 11min 45. Text Classification Code Along Project 11min 46. Text Classification Assessment Overview 1min 47. Text Classification Assessment Solutions 7min Section 6: Semantics and Sentiment Analysis 0 / 8|1hr 4min 48. Introduction to Semantics and Sentiment Analysis 1min 49. Overview of Semantics and Word Vectors 8min 50. Semantics and Word Vectors with Spacy 17min 51. Sentiment Analysis Overview 5min 52. Sentiment Analysis with NLTK 13min 53. Sentiment Analysis Code Along Movie Review Project 8min 54. Sentiment Analysis Project Assessment 3min 55. Sentiment Analysis Project Assessment - Solutions 11min Section 7: Topic Modeling 0 / 9|1hr 8min 56. Introduction to Topic Modeling Section 1min 57. Overview of Topic Modeling 2min 58. Latent Dirichlet Allocation Overview 11min 59. Latent Dirichlet Allocation with Python - Part One 9min 60. Latent Dirichlet Allocation with Python - Part Two 17min 61. Non-negative Matrix Factorization Overview 7min 62. Non-negative Matrix Factorization with Python 12min 63. Topic Modeling Project - Overview 4min 64. Topic Modeling Project - Solutions 7min Section 8: Deep Learning for NLP 0 / 15|2hr 38min 65. Introduction to Deep Learning for NLP 1min 66. The Basic Perceptron Model 5min 67. Introduction to Neural Networks 7min 68. Keras Basics - Part One 14min 69. Keras Basics - Part Two 5min 70. Recurrent Neural Network Overview 8min 71. LSTMs, GRU, and Text Generation 10min 72. Text Generation with LSTMs with Keras and Python - Part One 16min 73. Text Generation with LSTMs with Keras and Python - Part Two 12min 74. Text Generation with LSTMS with Keras - Part Three 14min 75. Chat Bots Overview 7min 76. Creating Chat Bots with Python - Part One 10min 77. Creating Chat Bots with Python - Part Two 13min 78. Creating Chat Bots with Python - Part Three 17min 79. Creating Chat Bots with Python - Part Four 18min Section 9: BONUS SECTION: THANK YOU! 0 / 1|1min 80. BONUS LECTURE 1min

Documentos del curso

Enfoque

Course File webcurso_cimage16083169623739.jpg

Xxx

  • Precio del curso: € 495

matricularse en curso

  • Horas duración del curso

60



Uso de cookies

Esta web utiliza cookies. Si continúa navegando consideramos que aceptas su uso. ACEPTAR | Más información.