Open Datasets for Research
During last week there were several news about newly open datasets for researchers.
1. Twitter opened “full history of public conversation” for academics (specifically, for academics):
https://www.theverge.com/2021/1/26/22250203/twitter-academic-research-public-tweet-archive-free-access
We can happily conduct researches about social networks graphs, users behavior and fake news (especially fake news🙃) without fighting with Twitter API.
2. Papers with code are now also Papers with Datasets:
https://www.paperswithcode.com/datasets
Not for only NLP, but for all fields structured for easy search and download.
During last week there were several news about newly open datasets for researchers.
1. Twitter opened “full history of public conversation” for academics (specifically, for academics):
https://www.theverge.com/2021/1/26/22250203/twitter-academic-research-public-tweet-archive-free-access
We can happily conduct researches about social networks graphs, users behavior and fake news (especially fake news🙃) without fighting with Twitter API.
2. Papers with code are now also Papers with Datasets:
https://www.paperswithcode.com/datasets
Not for only NLP, but for all fields structured for easy search and download.
The Verge
Twitter is opening up its full tweet archive to academic researchers for free
A full searchable archive of public tweets will now be available for free.
#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.
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.
spaCy is a Python package that bills itself as "industrial-strength" natural language processing.
https://spacy.io/
https://spacy.io/
spacy.io
spaCy · Industrial-strength Natural Language Processing in Python
spaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more.
Watch "Python Tutorial Part-09| Function Definition in Python" on YouTube
https://youtu.be/5IHXsnxdVFI
https://youtu.be/5IHXsnxdVFI
YouTube
Python Tutorial Part-09 | Function Definition in Python
In this video tutorial, I have explained the function definition with examples. After completing this video you will be able to:
- define your own function
- define the difference between user-defined function and built-in functions
#Pythontutorial #python…
- define your own function
- define the difference between user-defined function and built-in functions
#Pythontutorial #python…
Function Scope: Global or Local
https://www.youtube.com/watch?v=GzbPCRcf-gU
https://www.youtube.com/watch?v=GzbPCRcf-gU
YouTube
Python Tutorial Part-10 | Function Scope
In this video, you will learn more about function and function scope.
- You will learn the local scope
-- You will learn the global scope
@epythonlab
0:00 Python Tutorial Part-09| Function Definition in Python
31:37 Python Tutorial Part-10 | Function Scope…
- You will learn the local scope
-- You will learn the global scope
@epythonlab
0:00 Python Tutorial Part-09| Function Definition in Python
31:37 Python Tutorial Part-10 | Function Scope…
Watch "Learn Python Basics" on YouTube
https://youtube.com/playlist?list=PL0nX4ZoMtjYEIYUrD8RHLnyatotgOkqAQ
https://youtube.com/playlist?list=PL0nX4ZoMtjYEIYUrD8RHLnyatotgOkqAQ
Epython Lab via @like
My plan is to prepare data science notes and workshops via YouTube and Zoom.
Function Parameters Vs Arguments in Python
https://youtu.be/WiJMTC7n6XE
https://youtu.be/WiJMTC7n6XE
YouTube
Python Tutorial Part-11 | Parameters Vs Arguments
Hello everyone, in this video, you will learn the difference between function parameters and arguments.
You also learn return and pass statements in the function.
@EPYTHON LAB
0:00 Introduction to Function in Python
31:37 Python Tutorial Part-09| Function…
You also learn return and pass statements in the function.
@EPYTHON LAB
0:00 Introduction to Function in Python
31:37 Python Tutorial Part-09| Function…
Django 3 Tutorial & CRUD Example with MySQL and Bootstrap
https://efficientcoder.net/django-3-tutorial-and-crud-example-with-mysql-and-bootstrap/
@epythonlab
https://efficientcoder.net/django-3-tutorial-and-crud-example-with-mysql-and-bootstrap/
@epythonlab
Efficient Coder
Django 3 Tutorial & CRUD Example with MySQL and Bootstrap | EfficientCoder
Learn modern web development.
Forwarded from Deleted Account
Artificial_Intelligence,_IOT_and_machine_Learning_AI_programs_using.pdf
9.9 MB
Artificial Intelligence, IOT and machine Learning : AI programs using Python A Beginners book
@epythonlab #AIbooks
@epythonlab #AIbooks
The value of default argument can be changed in the function body.
Anonymous Quiz
71%
True
29%
False