NLP – Natural Language Processing with Python Free Download. Learn to use Machine Learning, Spacy, NLTK, SciKit-Learn, Deep Learning, and more to conduct Natural Language Processing
Welcome to the best Natural Language Processing course on the internet! This course is designed to be your complete online resource for learning how to use Natural Language Processing with the Python programming language.
In the course we will cover everything you need to learn in order to become a world class practitioner of NLP with Python.
NLP – Natural Language Processing with Python Description
Contents
We’ll start off with the basics, learning how to open and work with text and PDF files with Python, as well as learning how to use regular expressions to search for custom patterns inside of text files.
Afterwards we will begin with the basics of Natural Language Processing, utilizing the Natural Language Toolkit library for Python, as well as the state of the art Spacy library for ultra fast tokenization, parsing, entity recognition, and lemmatization of text.
We’ll understand fundamental NLP concepts such as stemming, lemmatization, stop words, phrase matching, tokenization and more!
Next we will cover Part-of-Speech tagging, where your Python scripts will be able to automatically assign words in text to their appropriate part of speech, such as nouns, verbs and adjectives, an essential part of building intelligent language systems.
We’ll also learn about named entity recognition, allowing your code to automatically understand concepts like money, time, companies, products, and more simply by supplying the text information.
Requirements
-
Understand general Python
-
Have permissions to install python packages onto computer
-
Internet connection
What you’ll learn
-
Learn to work with Text Files with Python
-
Learn how to work with PDF files in Python
-
Utilize Regular Expressions for pattern searching in text
-
Use Spacy for ultra fast tokenization
-
Learn about Stemming and Lemmatization
-
Understand Vocabulary Matching with Spacy
-
Use Part of Speech Tagging to automatically process raw text files
-
Understand Named Entity Recognition
-
Visualize POS and NER with Spacy
-
Use SciKit-Learn for Text Classification
-
Use Latent Dirichlet Allocation for Topic Modelling
-
Learn about Non-negative Matrix Factorization
-
Use the Word2Vec algorithm
-
Use NLTK for Sentiment Analysis
-
Use Deep Learning to build out your own chat bot
- Python developers interested in learning how to use Natural Language Processing.
NLP – Natural Language Processing with Python Free Download
Google Drive (public)
Content From: https://www.udemy.com/course/nlp-natural-language-processing-with-python/