Udemy - NLP – Natural Language Processing with Python (Giga Cours...

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NLP – Natural Language Processing with Python

Learn to use Machine Learning, Spacy, NLTK, SciKit-Learn, Deep Learning, and more to conduct Natural Language Processing

Created by Jose Portilla
Last updated 4/2023
English

FOR MORE UDEMY AND OTHER COURSES VISIT: https://gigacourse.com

Files:

[GigaCourse.Com] Udemy - NLP - Natural Language Processing with Python 0. Websites you may like
  • [CourseClub.Me].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
1 - Introduction
  • 1 - Course Overview DO NOT SKIP THIS LECTURE PLEASE IMPORTANT INFO HERE English.srt (9.2 KB)
  • 1 - Course Overview DO NOT SKIP THIS LECTURE PLEASE IMPORTANT INFO HERE.mp4 (24.4 MB)
  • 1 - Quick Check.html (0.1 KB)
  • 1 - UPDATED-NLP-COURSE.zip (89.5 MB)
  • 2 - Curriculum Overview English.srt (6.4 KB)
  • 2 - Curriculum Overview.mp4 (8.6 MB)
  • 3 - Installation and Setup Lecture English.srt (24.7 KB)
  • 3 - Installation and Setup Lecture.mp4 (99.9 MB)
  • 3 - Link for yml file Should work for all Operating Systems.txt (0.1 KB)
  • 4 - FAQ Frequently Asked Questions.html (5.1 KB)
  • 4 - UPDATED-NLP-COURSE.zip (89.5 MB)
2 - Python Text Basics
  • 10 - Regular Expressions Part Two English.srt (17.9 KB)
  • 10 - Regular Expressions Part Two.mp4 (58.4 MB)
  • 11 - Python Text Basics Assessment Overview English.srt (4.7 KB)
  • 11 - Python Text Basics Assessment Overview.mp4 (21.1 MB)
  • 12 - Python Text Basics Assessment Solutions English.srt (12.9 KB)
  • 12 - Python Text Basics Assessment Solutions.mp4 (50.1 MB)
  • 5 - Introduction to Python Text Basics English.srt (1.4 KB)
  • 5 - Introduction to Python Text Basics.mp4 (1.8 MB)
  • 6 - Working with Text Files with Python Part One English.srt (22.4 KB)
  • 6 - Working with Text Files with Python Part One.mp4 (68.4 MB)
  • 7 - Working with Text Files with Python Part Two English.srt (35.7 KB)
  • 7 - Working with Text Files with Python Part Two.mp4 (135.8 MB)
  • 8 - 01-Working-with-PDFs.ipynb (20.0 KB)
  • 8 - Working with PDFs English.srt (21.4 KB)
  • 8 - Working with PDFs.mp4 (37.2 MB)
  • 9 - Regular Expressions Part One English.srt (28.9 KB)
  • 9 - Regular Expressions Part One.mp4 (91.1 MB)
  • [CourseClub.Me].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
3 - Natural Language Processing Basics
  • 13 - Introduction to Natural Language Processing English.srt (1.3 KB)
  • 13 - Introduction to Natural Language Processing.mp4 (2.0 MB)
  • 14 - Spacy Setup and Overview English.srt (15.2 KB)
  • 14 - Spacy Setup and Overview.mp4 (52.2 MB)
  • 15 - What is Natural Language Processing English.srt (5.9 KB)
  • 15 - What is Natural Language Processing.mp4 (10.0 MB)
  • 16 - Spacy Basics English.srt (34.7 KB)
  • 16 - Spacy Basics.mp4 (148.5 MB)
  • 17 - Tokenization Part One English.srt (25.7 KB)
  • 17 - Tokenization Part One.mp4 (69.0 MB)
  • 18 - Tokenization Part Two English.srt (11.4 KB)
  • 18 - Tokenization Part Two.mp4 (61.1 MB)
  • 19 - Stemming English.srt (17.1 KB)
  • 19 - Stemming.mp4 (53.4 MB)
  • 20 - Lemmatization English.srt (12.7 KB)
  • 20 - Lemmatization.mp4 (43.2 MB)
  • 21 - Stop Words English.srt (8.9 KB)
  • 21 - Stop Words.mp4 (50.9 MB)
  • 22 - Phrase Matching and Vocabulary Part One English.srt (27.5 KB)
  • 22 - Phrase Matching and Vocabulary Part One.mp4 (142.6 MB)
  • 23 - Phrase Matching and Vocabulary Part Two English.srt (13.7 KB)
  • 23 - Phrase Matching and Vocabulary Part Two.mp4 (68.4 MB)
  • 24 - NLP Basics Assessment Overview English.srt (6.0 KB)
  • 24 - NLP Basics Assessment Overview.mp4 (17.2 MB)
  • 25 - NLP Basics Assessment Solution English.srt (12.5 KB)
  • 25 - NLP Basics Assessment Solution.mp4 (58.2 MB)
4 - Part of Speech Tagging and Named Entity Recognition
  • 26 - Introduction to Section on POS and NER English.srt (1.0 KB)
  • 26 - Introduction to Section on POS and NER.mp4 (1.6 MB)
  • 27 - Part of Speech Tagging English.srt (30.2 KB)
  • 27 - Part of Speech Tagging.mp4 (125.1 MB)
  • 28 - Visualizing Part of Speech English.srt (11.2 KB)
  • 28 - Visualizing Part of Speech.mp4 (32.6 MB)
  • 29 - Named Entity Recognition Part One English.srt (16.2 KB)
  • 29 - Named Entity Recognition Part One.mp4 (84.6 MB)
  • 30 - Named Entity Recognition Part Two English.srt (15.6 KB)
  • 30 - Named Entity Recognition Part Two.mp4 (70.8 MB)
  • 31 - Visualizing Named Entity Recognition English.srt (12.9 KB)
  • 31 - Visualizing Named Entity Recognition.mp4 (58.5 MB)
  • 32 - Sentence Segmentation English.srt (27.6 KB)
  • 32 - Sentence Segmentation.mp4 (104.5 MB)
  • 33 - Part Of Speech Assessment English.srt (4.7 KB)
  • 33 - Part Of Speech Assessment.mp4 (19.4 MB)
  • 34 - Part Of Speech Assessment Solutions English.srt (16.8 KB)
  • 34 - Part Of Speech Assessment Solutions.mp4 (61.1 MB)
5 - Text Classification
  • 35 - Introduction to Text Classification English.srt (1.7 KB)
  • 35 - Introduction to Text Classification.mp4 (2.7 MB)
  • 36 - Machine Learning Overview English.srt (20.2 KB)
  • 36 - Machine Learning Overview.mp4 (50.3 MB)
  • 37 - Classification Metrics English.srt (23.8 KB)
  • 37 - Classification Metrics.mp4 (53.2 MB)
  • 38 - Confusion Matrix English.srt (19.5 KB)
  • 38 - Confusion Matrix.mp4 (27.9 MB)
  • 39 - ScikitLearn Primer How to Use SciKitLearn English.srt (9.1 KB)
  • 39 - ScikitLearn Primer How to Use SciKitLearn.mp4 (24.1 MB)
  • 40 - ScikitLearn Primer Code Along Part One English.srt (28.3 KB)
  • 40 - ScikitLearn Primer Code Along Part One.mp4 (106.1 MB)
  • 41 - ScikitLearn Primer Code Along Part Two English.srt (17.1 KB)
  • 41 - ScikitLearn Primer Code Along Part Two.mp4 (67.7 MB)
  • 42 - Text Feature Extraction Overview English.srt (11.2 KB)
  • 42 - Text Feature Extraction Overview.mp4 (30.5 MB)
  • 43 - Text Feature Extraction Code Along Implementations English.srt (25.8 KB)
  • 43 - Text Feature Extraction Code Along Implementations.mp4 (108.4 MB)
  • 44 - Text Feature Extraction Code Along Part Two English.srt (18.4 KB)
  • 44 - Text Feature Extraction Code Along Part Two.mp4 (113.7 MB)
  • 45 - Text Classification Code Along Project English.srt (19.3 KB)
  • 45 - Text Classification Code Along Project.mp4 (84.0 MB)
  • 46 - Text Classification Assessment Overview English.srt (2.5 KB)
  • 46 - Text Classification Assessment Overview.mp4 (12.0 MB)
  • 47 - Text Classification Assessment Solutions English.srt (11.2 KB)
  • 47 - Text Classification Assessment Solutions.mp4 (56.3 MB)
  • [CourseClub.Me].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
6 - Semantics and Sentiment Analysis
  • 48 - Introduction to Semantics and Sentiment Analysis English.srt (0.8 KB)
  • 48 - Introduction to Semantics and Sentiment Analysis.mp4 (1.2 MB)
  • 49 - Overview of Semantics and Word Vectors English.srt (13.8 KB)
  • 49 - Overview of Semantics and Word Vectors.mp4 (22.0 MB)
  • 50 - Semantics and Word Vectors with Spacy English.srt (30.3 KB)
  • 50 - Semantics and Word Vectors with Spacy.mp4 (166.4 MB)
  • 51 - Sentiment Analysis Overview English.srt (9.0 KB)
  • 51 - Sentiment Analysis Overview.mp4 (16.2 MB)
  • 52 - Sentiment Analysis with NLTK English.srt (23.5 KB)
  • 52 - Sentiment Analysis with NLTK.mp4 (123.2 MB)
  • 53 - Sentiment Analysis Code Along Movie Review Project English.srt (13.8 KB)
  • 53 - Sentiment Analysis Code Along Movie Review Project.mp4 (23.6 MB)
  • 54 - Sentiment Analysis Project Assessment English.srt (6.2 KB)
  • 54 - Sentiment Analysis Project Assessment.mp4 (26.4 MB)
  • 55 - Sentiment Analysis Project Assessment Solutions English.srt (20.2 KB)
  • 55 - Sentiment Analysis Project Assessment Solutions.mp4 (136.0 MB)
7 - Topic Modeling
  • 56 - Introduction to Topic Modeling Section English.srt (1.2 KB)
  • 56 - Introduction to Topic Modeling Section.mp4 (2.0 MB)
  • 57 - Overview of Topic Modeling English.srt (4.0 KB)
  • 57 - Overview of Topic Modeling.mp4 (6.8 MB)
  • 58 - Latent Dirichlet Allocation Overview English.srt (20.8 KB)
  • 58 - Latent Dirichlet Allocation Overview.mp4 (62.7 MB)
  • 59 - Latent Dirichlet Allocation with Python Part One English.srt (16.5 KB)
  • 59 - Latent Dirichlet Allocation with Python Part One.mp4 (66.0 MB)
  • 60 - Latent Dirichlet Allocation with Python Part Two English.srt (27.3 KB)
  • 60 - Latent Dirichlet Allocation with Python Part Two.mp4 (174.5 MB)
  • 61 - Nonnegative Matrix Factorization Overview English.srt (12.7 KB)
  • 61 - Nonnegative Matrix Factorization Overview.mp4 (25.3 MB)
  • 62 - Nonnegative Matrix Factorization with Python English.srt (20.9 KB)
  • 62 - Nonnegative Matrix Factorization with Python.mp4 (106.1 MB)
  • 63 - Topic Modeling Project Overview English.srt (8.0 KB)
  • 63 - Topic Modeling Project Overview.mp4 (30.9 MB)
  • 64 - Topic Modeling Project Solutions English.srt (11.2 KB)
  • 64 - Topic Modeling Project Solutions.mp4 (56.7 MB)
8 - Deep Learning for NLP
  • 65 - Introduction to Deep Learning for NLP English.srt (1.7 KB)
  • 65 - Introduction to Deep Learning for NLP.mp4 (2.5 MB)
  • 66 - The Basic Perceptron Model English.srt (10.2 KB)
  • 66 - The Basic Perceptron Model.mp4 (11.9 MB)
  • 67 - Introduction to Neural Networks English.srt (12.7 KB)
  • 67 - Introduction to Neural Networks.mp4 (24.4 MB)
  • 68 - Keras Basics Part One English.srt (25.2 KB)
  • 68 - Keras Basics Part One.mp4 (111.2 MB)
  • 69 - Keras Basics Part Two English.srt (10.4 KB)
  • 69 - Keras Basics Part Two.mp4 (47.7 MB)
  • 70 - Recurrent Neural Network Overview English.srt (16.0 KB)
  • 70 - Recurrent Neural Network Overview.mp4 (19.7 MB)
  • 71 - LSTMs GRU and Text Generation English.srt (19.8 KB)
  • 71 - LSTMs GRU and Text Generation.mp4 (25.7 MB)
  • 72 - Text Generation with LSTMs with Keras and Python Part One English.srt (28.8 KB)
  • 72 - Text Generation with LSTMs with Keras and Python Part One.mp4 (123.6 MB)
  • 73 - Text Generation with LSTMs with Keras and Python Part Two English.srt (23.3 KB)
  • 73 - Text Generation with LSTMs with Keras and Python Part Two.mp4 (106.3 MB)
  • 74 - Text Generation with LSTMS with Keras Part Three English.srt (25.1 KB)
  • 74 - Text Generation with LSTMS with Keras Part Three.mp4 (114.1 MB)
  • 75 - Chat Bots Overview English.srt (15.4 KB)
  • 75 - Chat Bots Overview.mp4 (27.4 MB)
  • 75 - End to End Networks.txt (0.0 KB)
  • 76 - Creating Chat Bots with Python Part One English.srt (19.9 KB)
  • 76 - Creating Chat Bots with Python Part One.mp4 (37.3 MB)
  • 77 - Creating Chat Bots with Python Part Two English.srt (22.4 KB)
  • 77 - Creating Chat Bots with Python Part Two.mp4 (71.7 MB)
  • 78 - Creating Chat Bots with Python Part Three English.srt (31.8 KB)
  • 78 - Creating Chat Bots with Python Part Three.mp4 (131.4 MB)
  • 79 - Creating Chat Bots with Python Part Four English.srt (34.5 KB)
  • 79 - Creating Chat Bots with Python Part Four.mp4 (149.6 MB)
9 - BONUS SECTION THANK YOU
  • 80 - BONUS LECTURE.html (0.5 KB)
  • [CourseClub.Me].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)
  • [CourseClub.Me].url (0.1 KB)
  • [GigaCourse.Com].url (0.0 KB)

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