Python Development Trends in 2023

Python is a general-purpose programming language used for creating various programs and a wide range of applications, web development and more. Python’s primary focus is on code readability, is open source, offers extensive libraries, and supports user-friendly data structures.

Python can be used for

● Data analysis and machine learning
● Web development
● Automation or scripting
● Software testing and prototyping
● Everyday tasks

Python has become the go-to programming language for e-commerce development; whether it is for integrating a recommendation engine or building a scalable ecommerce website, it can do it all.

Python Development Trends to Look out for in 2023

Data science

Python provides functionality in dealing with mathematics, statistics and scientific functions. Python APIs offer deep learning frameworks and scientific packages that make it productive and versatile. Python makes it easy to compute massive calculations efficiently. Some python frameworks and libraries that are well-known in the field of data science are-

● Tensorflow, Keras (Machine and deep Learning)
● Scikit-Learn (Machine Learning)
● Matplotlib, Seaborn (Data Visualizations)
● Numpy (Scientific and Numeric Calculations)
● Pandas (Data Analysis)

Artificial Intelligence

The current trend in Python calls for Artificial Intelligence to be the next big thing. Today, machines have reached the point where they can understand natural language and human emotions. There are libraries in Python that are used for building intelligent systems, like -

● Microsoft Cognitive Tools (Deep Learning Framework)
● Keras (Deep Learning Library)
● OpenCV (Open source computer vision library)
● NLTK (Natural Language Toolkit for Natural Language Processing)

Automation

Python is used for automation and robotics to conduct experiments in the product improvement industry, scraping data from websites for data collection and automating monotonous human activity. Some of the popular Python development framework libraries that make automation possible are-

● PyUnit
● Selenium Python
● PyTest
● Robot Framework

Framework Upgrades

With the rapidly expanding Python community, Python Frameworks are among the fastest-changing technologies. Some of the top Python Frameworks expected to receive major updates are Django, TurboGears, CherryPy and Pyramid. Such updates and plugin additions will help reduce the development time.

Academics

Since Python is a very beginner-friendly programming language. It is one of the most common languages taught and studied in colleges and universities today to meet industry needs.

Desktop GUI

Besides using English-like syntax and its modular architecture, Python is capable of operating on a wide range of operating systems. Its rich text processing capabilities and other aspects make Python an excellent choice for desktop GUI development.

Python’s toolkits and frameworks make it easier to develop desktop applications. Some of the most well-known Python-based GUI frameworks that can be used to develop highly functional Graphical User Interfaces include

● PyQT
● PyGtk
● Kivy
● TKinter
● WxPython
● PyGUI
● PySide

Operating Systems

Python powers most of Linux distributions as well as many other operating systems. Ubuntu’s Ubiquity installer, Anaconda installer for Fedora and Red Hat Enterprise are all Python-based. Gentoo Linux uses the Python Portage system (package management system). Operating systems are usually designed and developed using Python and C.

Web Scraping Applications

Python programming is an excellent tool for extracting vast data from websites and web pages. The data extracted are used for real-world processes like job listings, price comparisons, research and development and more.

The following web scraping tools developed using Python are

● BeautifulSoup
● MechanicalSoup
● Scrapy
● LXML
● Python Requests
● Selenium
● urllib

Image Processing and Graphic Design Applications

Image processing and Graphic Design processes also use Python. Inkscape, GIMP, Paint Shop Pro and Scribus are some programs that are designed and created using this programming language. Python programming language is also used in many 3D animation programs like Blender, Houdini, 3ds Max, Maya, Cinema 4D, lightwave and more.

Education Programs and Training

Python is one of the best languages for beginners and its syntax is straightforward and almost English-like. It presents a very short learning curve for a beginner wanting to learn a programming language. The simplicity and easy learning curve make Python one of the most commonly used programming languages in educational programs for both beginners and advanced users.

Embedded Application

Python is C-dependent, making it extremely useful for creating Embedded C software for embedded applications. Raspberry Pi can be considered one of the most famous embedded applications that use Python for cloud computing projects.

Game Development

Selecting the right programming languages to be used is an essential factor for game development. Python is a very efficient language and well-known games like World of Tanks, Battlefield, The Sims, and many more were developed using Python.

In conclusion, the features and efficiency of Python make it stand out from other programming languages. It is one of the few languages most skilled developers prefer to build applications on. With support for the latest technologies like Big data, AI and ML, using experienced software development services of Python can help design and develop efficient and cutting-edge programs and applications.