Python Application Types
Python is a general-purpose programming language that is not based on a particular
application.
Some important applications of Python are:
Data Science
Python libraries like NumPy, Pandas, and Matplotlib are used for data analysis.
It is used for the collection, processing, and cleansing of data sets, applying mathematical algorithms, and generating visualizations for users.
Artificial Intelligence and Machine Learning
Python libraries like SciPy(scientific and technical computing), Pandas (data analysis and Manipulation), Keras (Artificial Neural Networks), TensorFlow (Machine Learning tasks- Deep Neural Networks), NumPy (complex mathematical functions and computation), and Scikit-Learn(Machine Learning models) are widely used for AI and machine learning.
Web Development
Python Web application framework libraries such as Django, Pyramid, Flask, etc. are used to develop and deploy simple and complex web applications.
today Most web servers are compatible with WSGI (Web Server Gateway Interface-(universal interface between Python web frameworks and web servers.) Apache, IIS, Nginx, Google's are host Python web applications.
Image Processing
The OpenCV, Scikit-Image, and Python Imaging Library(PIL) libraries are used for face detection and gesture recognition, and rapid image development. Other examples of more common image processing applications that use Python are GIMP, Corel PaintShop, Blender, and Houdini.
Game Development
The PyGame, Pycap, Construct, Panda3D, PySoy, PyOpenGL library is widely used for desktop games and mobile games development.
Text Processing
Text Processing is very closely related to Natural Language Processing.
Embedded Systems and IoT
Raspberry Pi is a very common low-cost single-board computer. It is used in automation products, robotics, IoT, and kiosk applications.
Microcontrollers (like Arduino) are IoT products for programming with Python.
Micro python is used in microcontrollers called PyBoard.
Android Apps
Android apps are mostly developed by Android SDK, Java, and Python.
Python's Kivy library is used for a mobile application.
Automated Jobs
Python is widely used for automating CRON (Command Run ON) jobs like backups, defined in Python scripts.
Python is an embedded scripting language in many software products. it is similar to VBA used for macros in Excel, PowerPoint, etc., and also Python API is integrated with Maya, Paint Shop Pro, etc.
Rapid Development Tool
CPython, Jython, and IronPython are used for c, java, .NET, and C# libraries for application development.
Other Python Applications
· Console-based Applications
Some important applications of Python are:
Data Science
Python libraries like NumPy, Pandas, and Matplotlib are used for data analysis.
It is used for the collection, processing, and cleansing of data sets, applying mathematical algorithms, and generating visualizations for users.
Artificial Intelligence and Machine Learning
Python libraries like SciPy(scientific and technical computing), Pandas (data analysis and Manipulation), Keras (Artificial Neural Networks), TensorFlow (Machine Learning tasks- Deep Neural Networks), NumPy (complex mathematical functions and computation), and Scikit-Learn(Machine Learning models) are widely used for AI and machine learning.
Web Development
Python Web application framework libraries such as Django, Pyramid, Flask, etc. are used to develop and deploy simple and complex web applications.
today Most web servers are compatible with WSGI (Web Server Gateway Interface-(universal interface between Python web frameworks and web servers.) Apache, IIS, Nginx, Google's are host Python web applications.
Image Processing
The OpenCV, Scikit-Image, and Python Imaging Library(PIL) libraries are used for face detection and gesture recognition, and rapid image development. Other examples of more common image processing applications that use Python are GIMP, Corel PaintShop, Blender, and Houdini.
The PyGame, Pycap, Construct, Panda3D, PySoy, PyOpenGL library is widely used for desktop games and mobile games development.
Text Processing is very closely related to Natural Language Processing.
Embedded Systems and IoT
Raspberry Pi is a very common low-cost single-board computer. It is used in automation products, robotics, IoT, and kiosk applications.
Microcontrollers (like Arduino) are IoT products for programming with Python.
Micro python is used in microcontrollers called PyBoard.
Android Apps
Android apps are mostly developed by Android SDK, Java, and Python.
Python's Kivy library is used for a mobile application.
Automated Jobs
Python is widely used for automating CRON (Command Run ON) jobs like backups, defined in Python scripts.
Python is an embedded scripting language in many software products. it is similar to VBA used for macros in Excel, PowerPoint, etc., and also Python API is integrated with Maya, Paint Shop Pro, etc.
Rapid Development Tool
CPython, Jython, and IronPython are used for c, java, .NET, and C# libraries for application development.
· Console-based Applications
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