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Question 41 - DSA-C02 discussion

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Which of the following is a Python-based web application framework for visualizing data and analyzing results in a more efficient and flexible way?

A.
StreamBI
Answers
A.
StreamBI
B.
Streamlit
Answers
B.
Streamlit
C.
Streamsets
Answers
C.
Streamsets
D.
Rapter
Answers
D.
Rapter
Suggested answer: B

Explanation:

Streamlit is a Python-based web application framework for visualizing data and analyzing results in a more efficient and flexible way. It is an open source library that assists data scientists and academics to develop Machine Learning (ML) visualization dashboards in a short period of time. We can build and deploy powerful data applications with just a few lines of code.

Why Streamlit?

Currently, real-world applications are in high demand and developers are developing new libraries and frameworks to make on-the-go dashboards easier to build and deploy. Streamlit is a library that reduces your dashboard development time from days to hours. Following are some reasons to choose the Streamlit:

It is a free and open-source library.

Installing Streamlit is as simple as installing any other python package

It is easy to learn because you won't need any web development experience, only a basic under-standing of Python is enough to build a data application.

It is compatible with almost all machine learning frameworks, including Tensorflow and Pytorch, Scikit-learn, and visualization libraries such as Seaborn, Altair, Plotly, and many others.

asked 23/09/2024
Emmanuel Esquivel Guzman
36 questions
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