Epython Lab
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Welcome to Epython Lab, where you can get resources to learn, one-on-one trainings on machine learning, business analytics, and Python, and solutions for business problems. Buy ads: https://telega.io/c/epythonlab
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Artificial Intelligence, IOT and machine Learning : AI programs using Python A Beginners book
@epythonlab #AIbooks
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Django 3 Tutorial & CRUD Example with MySQL and Bootstrap
https://efficientcoder.net/django-3-tutorial-and-crud-example-with-mysql-and-bootstrap/
@epythonlab
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Upcoming videos...
1. Scrapping others Telegram groups members
2. Adding scraped members into your own group
I wanna know your reaction?
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What is the output of the following code
x = 2
def square(): global x x= 4 res = (x**2) * x return res print(square())
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Watch "Learn Python Basics" on YouTube
https://youtube.com/playlist?list=PL0nX4ZoMtjYEIYUrD8RHLnyatotgOkqAQ
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Watch "Python Tutorial Part-09| Function Definition in Python" on YouTube
https://youtu.be/5IHXsnxdVFI
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spaCy is a Python package that bills itself as "industrial-strength" natural language processing.
https://spacy.io/
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#Keynote #DataScience #NLP #Python @epythonlab
Natural Language Processing
Natural language processing (NLP) is the field devoted to methods and algorithms for processing human (natural) languages for computers. NLP is a vast discipline that is actively being researched. Some examples of machine learning applications using NLP include sentiment analysis, topic modeling, and language translation. In NLP, the following terms have specific meanings:
- Corpus: The body/collection of text being investigated.
- Document: The unit of analysis, what is considered a single observation.
Examples of corpora include a collection of reviews and tweets, the text of the Iliad, and Wikipedia articles. Documents can be whatever you decided, it is what your model will consider an observation. For the example when the corpus is a collection of reviews or tweets, it is logical to make the document a single review or tweet. For the example of the text of the Iliad, we can set the document size to a sentence or a paragraph. The choice of document size will be influenced by the size of our corpus. If it is large, it may make sense to call each paragraph a document. As is usually the case, some design choices that need to be made.
