Streamlit
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What is Streamlit?
Streamlit is a free and open-source framework to rapidly build and share machine learning and data science web apps. It is a Python-based library specifically designed for data and machine learning engineers. Data scientists or machine learning engineers are not web developers and they're not interested in spending weeks learning to use these frameworks to build web apps. Instead, they want a tool that is easier to learn and to use, as long as it can display data and collect needed parameters for modeling.
Free resources to learn Streamlit
- Official docsStreamlit Docs
- VideoEStreamlit Explained: Python Tutorial for Data Scientists
More in stage 39: Data Masking
Streamlit: common questions
Can I learn Streamlit in Hindi?
This lesson is written in English. Once you sign in, open it in the interactive course and ask the AI tutor to explain Streamlit in Hindi or Hinglish. The tutor answers from this lesson’s own text, so it stays on the syllabus, and it runs on your own Google, OpenAI or Anthropic key.
Is this Streamlit tutorial for beginners?
It is lesson 167 of 186 in the free Data Engineer roadmap, in stage 39, Data Masking. If you are new to Data Engineer, start from stage 1 and come back here in order; if you already know the earlier stages, this lesson stands on its own.