Welcome to the 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.
We’ll start off with the basics, learn 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, using 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 will 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 proper part of speech, such as nouns, verbs and adjectives, which is an essential part of building intelligent language systems.
We will also learn about named entity recognition, allowing your code to automatically understand concepts like money, time, companies, products, and more by supplying the text information.
– Python Text Basics
– The Natural Language Processing Basics
– Part of Speech Tagging and Named Entity Recognition
– Text Classification
– Semantics and Sentiment Analysis
– Topic Modeling
– Deep Learning for NLP
English name: Udemy NLP – Natural Language Processing with Python
Persian Name: Natural
Language Training with Python
Teacher: Jose Portilla
Level: Basic, Secondary
Time: 11 hours + 30 minutes
File Size :4000 MB