Gain insights into building robust front-end Python web applications with Streamlit. Explore integrating Python libraries, creating visualizations, interactive widgets, and deploying on Streamlit cloud.

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Python is the premier programming language for data science and machine learning, but its native strengths for back-end development can leave developers scrambling for a front-end solution. Enter Streamlit, a robust open-source library for developing front-end applications with Python.

This course is a comprehensive introduction to building Streamlit applications integrated with different Python libraries. You’ll be walked through successive projects to create visualizations, display interactive widgets, and customize layouts. You won’t just display data but work on data transformations using Streamlit interfaces and become familiar with basic functionality for native Python applications like caching and placeholders. You’ll wrap up with deploying your application using the Streamlit cloud.

By the end of this course, you’ll be ready to give your Python-based data science and machine learning applications robust user interfaces using Streamlit.

Building the Frontend of Python Web Applications with Streamlit

How can we run a Streamlit project in Python?


How can we run a Streamlit project in Python?

Which command is used for the drop-down menu in Streamlit?

Which command is used for the drop-down menu in Streamlit?

```python
import streamlit as st
st.slider( "Volume", 1, 50, 25)
```


```python
import streamlit as st
st.slider( "Volume", 1, 50, 5)
```


```python
import streamlit as st
st.slider( "Volume", 1, 50, 1)
```


```python
import streamlit as st
st.slider( "Volume", 1, 50, 3)
```

**(Select all that apply.)** What is Streamlit’s code for the slider given below?



<img src="https://www.educative.io/api/collection/10370001/6642006608052224/page/6656939530649600/image/5741436993798144?page_type=collection_lesson" width="600" >

(Select all that apply.) What is Streamlit’s code for the slider given below?
<img src="https://www.educative.io/api/collection/10370001/6642006608052224/page/6656939530649600/image/5741436993798144?page_type=collection_lesson" width="600" >

How can we add the status element to the Streamlit interface as shown below?

<img src="https://www.educative.io/api/collection/10370001/6642006608052224/page/6656939530649600/image/6695998172954624?page_type=collection_lesson" width="200" >

How can we add the status element to the Streamlit interface as shown below?
<img src="https://www.educative.io/api/collection/10370001/6642006608052224/page/6656939530649600/image/6695998172954624?page_type=collection_lesson" width="200" >

How can we show a message on the Streamlit interface as shown below?

<img src="https://www.educative.io/api/collection/10370001/6642006608052224/page/6656939530649600/image/5172815804497920?page_type=collection_lesson" width="450" >

How can we show a message on the Streamlit interface as shown below?
<img src="https://www.educative.io/api/collection/10370001/6642006608052224/page/6656939530649600/image/5172815804497920?page_type=collection_lesson" width="450" >

Which function can create the below chart?

<img src="https://www.educative.io/api/collection/10370001/6642006608052224/page/6656939530649600/image/6330218868637696?page_type=collection_lesson" width="450" >

Which function can create the below chart?
<img src="https://www.educative.io/api/collection/10370001/6642006608052224/page/6656939530649600/image/6330218868637696?page_type=collection_lesson" width="450" >

Introduction

Build a UI for a Model Using Streamlit

Build a Classification Web App using Streamlit and Sklearn

Build a Streamlit App to Scrape Github Profiles

Build a Web App to Transcribe Audio using Python and AssemblyAI

Build a Web App to Generate and Display a Word Cloud of Trending

Build a Web App to Download YouTube Videos in 30 Lines of Code

Deploy Streamlit Apps

Wrapping Up

Quiz on Streamlit UI Components