Streamlit - The easiest way to build data web apps

Streamlit - The easiest way to build data web apps

Transcript

1. streamlit 🔥 The easiest way to build df.Data <apps/> in 🐍 Abdul Majed pip install
2. What are data web apps? ➔ Unlike typical Web Apps, this is Data-Focused Data Science Machine Learning ➔ Built during the Data Science Workflow or at the end Interactive EDA UI for the Model Inference ➔ Examples: Data Science Dashboards ML Model Result with Parameters ML Interpretability App Model Inference as a Web App (like Sales Forecasting)
3. Hey Python Data Professionals, How many frameworks do you need to build a full-stack data app? Example Sales and Demand Forecasting App Skin Cancer Prediction with Images Analytics Dashboards
4. HTML CSS Javascript Flask / Django Typically,
5. pip install streamlit Now,
6. What is streamlit? Streamlit, a python library that helps to turn data scripts into shareable web apps. All in Python. All for free. No front‑end (html, css, js) experience required.
7. Tell me more! ➔ Open Source 16,000 GitHub stars ➔ pip install streamlit 4.5 million downloads ➔ Well-Funded $35 million Series B ➔ Loved by Community 10,000 organizations (including over half of the Fortune 50)
8. A Simple “streamlit” App
9. Widgets Just like creating a variable
10. Layouts st.columns()
11. 3rd Party Components streamlit.io/components
12. Compatible with almost all Python Libraries
13. Code Demo
14. Try it out! streamlit.io