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Hands On Natural Language Processing (NLP) using Python

Hands On Natural Language Processing (NLP) using Python

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8 GB
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96
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Other
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Description
Hands On Natural Language Processing (NLP) using Python



Learn Natural Language Processing ( NLP ) & Text Mining by creating text classifier, article summarizer, and many more.













What you'll learn



• Understand the various concepts of natural language processing along with their implementation

• Build natural language processing based applications

• Learn about the different modules available in Python for NLP

• Create personal spam filter or sentiment predictor

• Create personal text summarizer



Requirements



• Basic Programming Experience in any language

• Concept of Object Oriented Programming

• Knowledge of Basic to Intermediate Mathematics

• Knowledge of Matrix operations



Description



In this course you will learn the various concepts of natural language processing by implementing them hands on in python programming language. This course is completely project based and from the start of the course the main objective would be to learn all the concepts required to finish the different projects. You will be building a text classifier which you will use to predict sentiments of tweets in real time and you will also be building an article summarizer which will fetch articles from websites and find the summary. Apart from these you will also be doing a lot of mini projects through out the course. So, at the end of the course you will have a deep understanding of NLP and how it is applied in real world.



Who this course is for:



• Anyone willing to start a career in data science and natural language processing

• Anyone willing to learn the concepts of natural language processing by implementing them

• Anyone willing to learn Sentiment Analysis

File list
  • Hands On Natural Language Processing (NLP) using Python
  • Hands On Natural Language Processing (NLP) using Python/1. Introduction to the Course/1. What is NLP.mp4 75.7 MB
  • Hands On Natural Language Processing (NLP) using Python/1. Introduction to the Course/1. What is NLP.srt 7.7 KB
  • Hands On Natural Language Processing (NLP) using Python/1. Introduction to the Course/1. What is NLP.vtt 6.7 KB
  • Hands On Natural Language Processing (NLP) using Python/1. Introduction to the Course/2. Getting the Course Resources.mp4 18.2 MB
  • Hands On Natural Language Processing (NLP) using Python/1. Introduction to the Course/2. Getting the Course Resources.srt 2.1 KB
  • Hands On Natural Language Processing (NLP) using Python/1. Introduction to the Course/2. Getting the Course Resources.vtt 1.8 KB
  • Hands On Natural Language Processing (NLP) using Python/1. Introduction to the Course/3. Getting the Course Resources - Text.html 614 B
  • Hands On Natural Language Processing (NLP) using Python/2. Getting the required softwares/1. Installing Anaconda Python.mp4 33.4 MB
  • Hands On Natural Language Processing (NLP) using Python/2. Getting the required softwares/1. Installing Anaconda Python.srt 4.5 KB
  • Hands On Natural Language Processing (NLP) using Python/2. Getting the required softwares/1. Installing Anaconda Python.vtt 3.9 KB
  • Hands On Natural Language Processing (NLP) using Python/2. Getting the required softwares/2. Installing Anaconda Python - Text.html 734 B
  • Hands On Natural Language Processing (NLP) using Python/2. Getting the required softwares/3. A tour of Spyder IDE.mp4 46.8 MB
  • Hands On Natural Language Processing (NLP) using Python/2. Getting the required softwares/3. A tour of Spyder IDE.srt 6.1 KB
  • Hands On Natural Language Processing (NLP) using Python/2. Getting the required softwares/3. A tour of Spyder IDE.vtt 5.3 KB
  • Hands On Natural Language Processing (NLP) using Python/2. Getting the required softwares/4. How to take this course.html 1.6 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/1. Variables and Operations in Python.mp4 60.3 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/1. Variables and Operations in Python.srt 9.5 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/1. Variables and Operations in Python.vtt 8.3 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/10. Introduction to Classes and Objects.mp4 92.4 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/10. Introduction to Classes and Objects.srt 9.4 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/10. Introduction to Classes and Objects.vtt 8.2 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/11. List Comprehension.mp4 165.5 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/11. List Comprehension.srt 16.6 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/11. List Comprehension.vtt 14.3 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/12. Test Your Skills.html 156 B
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/2. Conditional Statements.mp4 63.8 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/2. Conditional Statements.srt 7 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/2. Conditional Statements.vtt 6.1 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/3. Introduction to Loops.mp4 64.8 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/3. Introduction to Loops.srt 9.8 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/3. Introduction to Loops.vtt 8.6 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/4. Loop Control Statements.mp4 62 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/4. Loop Control Statements.srt 9.4 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/4. Loop Control Statements.vtt 8.2 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/5. Python Data Structures - Lists.mp4 129.2 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/5. Python Data Structures - Lists.srt 16 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/5. Python Data Structures - Lists.vtt 13.9 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/6. Python Data Structures - Tuples.mp4 60.9 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/6. Python Data Structures - Tuples.srt 7.1 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/6. Python Data Structures - Tuples.vtt 6.1 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/7. Python Data Structures - Dictionaries.mp4 125.1 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/7. Python Data Structures - Dictionaries.srt 14.2 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/7. Python Data Structures - Dictionaries.vtt 12.4 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/8. Console and File IO in Python.mp4 97 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/8. Console and File IO in Python.srt 9.7 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/8. Console and File IO in Python.vtt 8.4 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/9. Introduction to Functions.mp4 76.8 MB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/9. Introduction to Functions.srt 8.3 KB
  • Hands On Natural Language Processing (NLP) using Python/3. Python Crash Course/9. Introduction to Functions.vtt 7.2 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/1. Introduction to Regular Expressions.mp4 62.8 MB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/1. Introduction to Regular Expressions.srt 6.1 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/1. Introduction to Regular Expressions.vtt 5.4 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/2. Finding Patterns in Text Part 1.mp4 79.5 MB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/2. Finding Patterns in Text Part 1.srt 10.9 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/2. Finding Patterns in Text Part 1.vtt 9.5 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/3. Finding Patterns in Text Part 2.mp4 81.5 MB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/3. Finding Patterns in Text Part 2.srt 9.9 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/3. Finding Patterns in Text Part 2.vtt 8.6 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/4. Substituting Patterns in Text.mp4 54.2 MB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/4. Substituting Patterns in Text.srt 8.1 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/4. Substituting Patterns in Text.vtt 7 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/5. Shorthand Character Classes.mp4 182.4 MB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/5. Shorthand Character Classes.srt 17.3 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/5. Shorthand Character Classes.vtt 15 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/6. Character Ranges - Text.html 1.2 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/7. Preprocessing using Regex.mp4 71.6 MB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/7. Preprocessing using Regex.srt 8 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/7. Preprocessing using Regex.vtt 6.9 KB
  • Hands On Natural Language Processing (NLP) using Python/4. Regular Expressions/8. Test Your Skills.html 156 B
  • Hands On Natural Language Processing (NLP) using Python/5. Numpy and Pandas/1. Introduction to Numpy.mp4 280.7 MB
  • Hands On Natural Language Processing (NLP) using Python/5. Numpy and Pandas/1. Introduction to Numpy.srt 27.1 KB
  • Hands On Natural Language Processing (NLP) using Python/5. Numpy and Pandas/1. Introduction to Numpy.vtt 23.5 KB
  • Hands On Natural Language Processing (NLP) using Python/5. Numpy and Pandas/2. Introduction to Pandas.mp4 251.6 MB
  • Hands On Natural Language Processing (NLP) using Python/5. Numpy and Pandas/2. Introduction to Pandas.srt 28.6 KB
  • Hands On Natural Language Processing (NLP) using Python/5. Numpy and Pandas/2. Introduction to Pandas.vtt 24.7 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/1. Installing NLTK in Python.mp4 29.3 MB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/1. Installing NLTK in Python.srt 5.3 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/1. Installing NLTK in Python.vtt 4.7 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/2. Tokenizing Words and Sentences.mp4 74.6 MB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/2. Tokenizing Words and Sentences.srt 5.3 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/2. Tokenizing Words and Sentences.vtt 4.7 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/25. LSA in Python Part 1.mp4 295.6 MB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/3. How tokenization works - Text.html 1.6 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/4. Introduction to Stemming and Lemmatization.mp4 107.5 MB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/4. Introduction to Stemming and Lemmatization.srt 10.1 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/4. Introduction to Stemming and Lemmatization.vtt 8.8 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/5. Stemming using NLTK.mp4 133.5 MB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/5. Stemming using NLTK.srt 8.5 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/5. Stemming using NLTK.vtt 7.4 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/6. Lemmatization using NLTK.mp4 76.5 MB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/6. Lemmatization using NLTK.srt 4.5 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/6. Lemmatization using NLTK.vtt 3.9 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/7. Stop word removal using NLTK.mp4 139.8 MB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/7. Stop word removal using NLTK.srt 8.6 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/7. Stop word removal using NLTK.vtt 7.5 KB
  • Hands On Natural Language Processing (NLP) using Python/6. NLP Core/8. Parts Of Speech Tagging.mp4 109.1 MB

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