From the course: Python for Data Science and Machine Learning Essential Training Part 1

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Introduction to Streamlit

Introduction to Streamlit

- [Instructor] Streamlit, Dash, Voila, and Panel are the leading frameworks within the Python dashboarding ecosystem. Let's discuss the features of these frameworks. I'll state a design assumption. Then we'll decide which framework is best for that assumption. Streamlit is a Python library that's specifically built for machine learning engineers and data scientists. Streamlit makes it easy to create and share beautiful custom web apps for machine learning and data science projects even if you don't have any prior knowledge of web development. in the matter of a few minutes, you can use it to build and deploy powerful data applications. Some of the primary features of this framework are it only supports Python language. It supports all of the Python plotting libraries like Matplotlib, Seaborn, Plotly, what have you. Another nice thing about Streamlit is it's an open source framework. We do not need any web development knowledge to build a web application using Streamlit, and it's also…

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