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Developed machine learning applications using a web-based platform.

OVERVIEW

Streamlit is an open-source platform that enables data scientists and developers to quickly create and deploy scalable machine learning and data science applications on the web. It allows users to easily build interactive dashboards, visualizations, and user interfaces without requiring extensive coding knowledge. Streamlit integrates seamlessly with popular machine learning and data science libraries like TensorFlow and PyTorch, making it simple for developers and data scientists to prototype, test, and deploy AI-based applications.

One of the main advantages of Streamlit is its ability to generate dynamic visuals and widgets that automatically update based on user input or changes to the underlying data. This feature allows developers to iterate and fine-tune their applications quickly, ensuring they meet user needs and project goals.

Streamlit is hosted on the cloud, eliminating the need for users to install additional software or manage server infrastructure. This cloud-based approach facilitates collaboration and seamless sharing of applications among teams, while also providing a cost-effective way to deploy AI-powered solutions.

Overall, Streamlit offers a powerful and user-friendly platform for building AI applications, emphasizing ease of use, flexibility, and scalability. Whether you're a developer, data scientist, or business user, Streamlit can help you harness the potential of AI and data-driven insights.

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