Python

Python

Python

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Artificial Intelligence - Tech and Technology
Python
What is Python?
Python is a programming language
What is Python?
Python is a popular programming language.
It can be used for: web development (server-side), software development, mathematics, system scripting.
Python was created by Guido van Rossum, and released in 1991.
What can Python do?
Create web server applications or artificial intelligence applications (AI).
Used for software development and creating workflows.
Connect with databases, read and modify files from different sources and types.
Can be used to analyze and handle big data, and can execute and perform complex mathematics.
Is used for rapid prototyping, or for production-ready software development.
Why Python?
Works on different platforms (Windows, Linux, Apple Mac OS, Raspberry Pi, etc).
Has a simple syntax with similar words to the English language.
The simple syntax that allows developers to write programs faster with fewer lines than some other programming languages with more complex syntax and learning curve.
How to use Python?
Runs on an interpreter system, and the code can be executed as soon as it is written without compilers.
Allows fast prototyping and software development.
Python can be used in a procedural program, an object-oriented programing or a functional software.
Python Syntax is most simple compared to other programming languages.
Is a programming language designed for readability.
Syntax is similar to the English language with influence from mathematics concepts.
Python uses each line to complete the command, while other programming languages often use semicolons or parentheses with more complicated syntax that can causes more errors.
Python syntax uses indentation tabs or whitespaces, to define scope of ifs, loops, functions and classes. Other programming languages like C++, java, javascript or php often use curly-brackets for this and requires more care and typying.
Python Versions
The most recent major version of Python is Python 3. It is being updated with security updates and is very popular.
Python can be written in a simple text editor. Also it is possible to write Python in an Integrated Development Environment (IDE), such as Jupyter, Pycharm, Eclipse, Visual Studio, Thonny, Netbeans and others. IDE is very useful when managing and maintaining larger collections of Python modules, files and data sources.
Pytorch is library for Python to run machine learning, working with data, creating models, optimizing model parameters, and saving the trained models.
NLTK Natural Language Processing with Python
Analyzing Text with the Natural Language Toolkit.
Language Processing and Python,
Accessing Text Corpora and Lexical Resources,
Processing Raw Text,
Writing Structured Programs,
Categorizing and Tagging Words,
Learning to Classify Text,
Extracting Information from Text,
Analyzing Sentence Structure,
Building Feature Based Grammars,
Analyzing the Meaning of Sentences,
Managing Linguistic Data,
Afterword: Facing the Language Challenge,
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