streamlit 🔥 The easiest way to build df.Data in 🐍 Abdul Majed pip install 

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) 

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 

HTML CSS Javascript Flask / Django Typically, 

pip install streamlit Now, 

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. 

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) 

A Simple “streamlit” App 

Widgets Just like creating a variable 

Layouts st.columns() 

3rd Party Components streamlit.io/components 

Compatible with almost all Python Libraries 

Code Demo 

Try it out! streamlit.io