Globally, Python has become one of the most loved programming languages. First released in 1991, it is one of the most widely used programming languages, even above Java & PHP.
It has significantly evolved from being a scripting language for system administrators to a popular language for Web Development, Machine Learning, Data Science, the Internet of Things (IoT), and much more. It is one of the many reasons Python is becoming increasingly popular among modern businesses.
Through this article, we’ll explore the reasons for Python’s popularity and popular use cases. We’ll try to answer what makes it so good for web development, creating machine learning-fueled solutions & modernizing legacy applications. And further, if you seek professional help with a Python-based project, how can Rishabh Software support you?
So, let’s begin!
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It is an open-source, interactive & interpreted programming language that supports object-oriented, functional & procedural programming paradigms. It is backed by a large community & gets frequent updates.
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Now let’s look at some of the real-world best use cases for Python. It would help you gain some interesting ideas that you can leverage for your business.
It is a popular choice of language for almost every core Developer, Data Scientist, Machine Learning Engineer and more.
The top 4 Python use cases include Software Development, Data Analytics, IoT Development, and Legacy App Modernization.
A robust ecosystem, simple syntax, and various frameworks covering scopes like the security & stability of the software make Python the best language for web development. Python is perfect for applying creativity & scripting applications and websites.
Python helps develop different apps & platforms across industries. The FinTech industry prefers Python over other coding languages due to its ability to manage complex mathematical tasks.
Data Analytics involves collecting, structuring & analyzing data for the users to make informed decisions. It also includes Data Visualization, Machine Learning & Artificial Intelligence. Python is highly beneficial in streamlining complex & massive data sets. Its unique characteristics make it suitable for data analytics. Python libraries & packages for data analytics, like Pandas, NumPy, and SciPy, enable higher scalability & efficiency.
Python has unique libraries explicitly developed for data visualization. They include Matplotlib, Seaborn, Bokeh, and Pandas.
The most popular Python libraries for Machine Learning & Artificial Intelligence include Scikit-Learn & TensorFlow.
Further, Python even supports the development of solutions for predictive analysis, risk assessment, sentiment analysis, prescriptive analysis, diagnostics, and more. While businesses across sectors use data analytics, listed below are some examples:
Its other use cases include inventory management, sales & marketing, smart cities, and more.
Supports programming IoT devices and developing their software backends. It has become essential for IoT thanks to the speed of development & the numerous external & IoT libraries supporting it. Some notable libraries for IoT include; NumPy, Matplotlib, Pandas, TensorFlow and more. Python’s design implements business logic straight at the device level, making it connect with hardware devices easily. It helps build high-performance IoT systems by combining modern frameworks and protocols for data transfer. Python is ideal for developing device prototypes. Even if you do not create the IoT project from scratch, it helps interact with sensors, actuators & accessories.
Here are the three critical approaches for IoT development using Python:
Legacy apps need modernization to add ML & data analytics capabilities. And, Python is the most suitable language for app modernization due to its wide application in analytics vertical. With the increasing utilization of ML algorithms across industries, from finance to healthcare, the demand for legacy app modernization & upgradation with Python is increasing rapidly. It would include migrating apps from other technologies like ASP.NET, PHP, Java, etc., to Python.
We offer custom Python development services for robust web, cloud & analytics solutions. Our team combines Python’s high extensibility with application development to support you in building scalable apps. We leverage the built-in libraries as well as third-party APIs to develop and integrate modules for supporting varied Python for several use cases
We leverage the Python frameworks & libraries & utilize coding best practices to meet your project needs.
Here are some real-life use cases of Python from our experience.
A UK-based software company wanted to develop an integrated system to identify, monitor, and prevent real-time payment fraud.
We built a robust web platform that can detect fraudulent anomalies by utilizing Artificial Intelligence functions like Deep Learning and Neural Networks. We used Python’s capabilities in Machine Learning to write the Deep Learning algorithms.
The developed centralized solution helps manage customer invoices and supplier verification. It provides modules for:
A UK-based indoor mapping service provider wanted to simplify and speed-up asset tracking & indoor navigation for their healthcare client. They wanted an IT partner to integrate IoT capabilities with their indoor mapping & navigation app.
We developed a native mobile app to enable seamless navigation for facility visitors and a web application with IoT capabilities for the medical staff to track assets.
We implemented the Real-time Location System (RTLS) with IoT capabilities and developed a native mobile app for both Android & iOS platforms. Further, we build a web application with IoT capabilities to manage the backend operations to monitor & communicate for equipment inventory & employee tracking.
The growing popularity & numerous applications of Python in different industries ensure that it is here to stay. Additionally, it is the most suitable language for ML, AI, Data Analytics & IoT, which are increasingly getting utilized in various sectors, from finance to healthcare.
We at Rishabh Software have experienced Python developers to help you with your IT project, no matter how complex. For your software development project, if you shortlist Python or are feeling lost at choosing a programming language in the first place, we’re here to help you.