Python Software Development Modules

True Python’s power comes from the proficiency of its user and module selection. By choosing the right modules for your project, code becomes easier to scale and maintain. From real-time IoT data analytics to building complex web applications, our Python development team mastered modules for every use case and industry.

Pandas

Data analysis and manipulation

When it comes to large scale data manipulation and analysis, we often opt for Pandas. It’s best at handling tabular data like spreadsheets and SQL tables, making it an essential tool for applications in finance and statistics.

Financial data analysis

time series analysis, portfolio management, risk assessment.

Data cleaning

finding missing values, filtering data, transforming data.

Preparing training data for ML

data normalization and manipulation.

NumPy

Data analysis and manipulation

NumPy is a perfect module for carrying out complex mathematical operations that our developers use to make statistical analysis and numerical computing precise and efficient. Astrophysics, bioinformatics, and complex engineering tools are rarely built without NumPy.

Detecting fraud

spotting abnormal credit card activity

Recommendation systems

suggesting products and services in ecommerce and streaming applications

Flask

Web development

Flask is our go-to option for creating robust medium-sized web applications. This flexible framework allows for quick development of APIs and custom lightweight backend systems without the hassle of configuring larger frameworks.

Rest API

developers use Flask to develop RESTful APIs to send data to the frontend.

Blogs and social media platforms

Pinterest, Reddit and Linkedin use Flask to power their web apps.

In contrast to Flask, Django is catered towards building large applications with a range of features. It’s a preferred choice for large ecommerce projects and enterprise-level systems that require advanced authentication and security functionalities.

Django

Web development

Document management systems

Django powers Dropbox, world-renowned cloud storage provider

Ecommerce platforms

Django excels at handling heavy traffic and processing large volume of transactions

TensorFlow

Machine Learning and Artificial Intelligence

PyTorch

Machine Learning and Artificial Intelligence

SciPy

Scientific and technical computing

SciPy allows our developers to tap into the realm of high-level computing tasks. SciPy augments NumPy’s capabilities by providing a range of additional sophisticated functions that help solve complex mathematical problems.

  • Real estate forecasting: regression model to predict house sale prices
  • Predictive maintenance: analyzing IoT data to detect and predict heavy machinery failure
Beautiful Soup

Web scraping

Beautiful Soup excels at parsing and extracting data from HTML and XML documents, making it a reliable tool for monitoring website activity, automating data collection, and streamlining dataset creation.

  • Scraping competitor data: tracking competitor prices in real time to adjust pricing strategy accordingly
  • Predictive Understanding consumer sentiment: tracking user behavior on social media platforms to understand their

Visualization and graphical representations

Matplotlib is a Python library used to transform data into plots, charts, interactive figures, histograms and other visualizations. It can be seamlessly integrated with a range of backends and customized down to layout styles, making it easily interoperable with your existing ecosystem.

Make Python modules work for you by leveraging code reusability, maintainability, and scalability

The wide selection and high quality of Python modules is what makes Python one of the most sought-after programming languages. By having dedicated modules for all essential development tasks, the code becomes easier to produce, organize, maintain, update, reuse, and understand.

However, realizing the full potential of Python comes down to having hands-on experience with a full range of libraries and frameworks that this language has to offer. Partner with us to ensure your solution performs at peak performance at all times.