Back to Build a Machine Learning Web App with Streamlit and Python
Coursera

Build a Machine Learning Web App with Streamlit and Python

Welcome to this hands-on project on building your first machine learning web app with the Streamlit library in Python. By the end of this project, you are going to be comfortable with using Python and Streamlit to build beautiful and interactive ML web apps with zero web development experience! We are going to load, explore, visualize and interact with data, and generate dashboards in less than 100 lines of Python code! Our web application will allows users to choose what classification algorithm they want to use and let them interactively set hyper-parameter values, all without them knowing to code! Prior experience with writing simple Python scripts and using pandas for data manipulation is recommended. It is required that you have an understanding of Logistic Regression, Support Vector Machines, and Random Forest Classifiers and how to use them in scikit-learn. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Status: Interactive Data Visualization
Status: Data Visualization
IntermediateGuided Project2 hours

Featured reviews

PA

5.0Reviewed Aug 16, 2020

Very good guided course. I learned how to create a Web App without much coding for my ML projects. Thanks for explaining everything in so easy way.

PP

4.0Reviewed Jun 22, 2020

Use of evaluation metrics and plotting looks good, but if used plotting function (scatter plot of x-test and y-test) can be easy to view and understand the plot

DS

5.0Reviewed May 20, 2020

The Course was Really Nice.The Reading Material was Good Enough to Understand.All the Videos Explained the Concepts Nicely.I Really Appreciate This Course.

VD

5.0Reviewed Jun 5, 2020

Precise, accurate just what I needed! Great course.

MS

4.0Reviewed May 18, 2020

very good..learned a new area of visulization. recommended

RB

5.0Reviewed Jun 13, 2020

Excellent project.Top class stuff from the instructor to make the learning fun and explain a beautiful piece of technology in a simple and efficient way.

AS

5.0Reviewed May 27, 2020

Great short and concise. Engaging, and the instructor is very good.

SH

5.0Reviewed Jun 2, 2020

A great introductory guided project that fueled my enthusiasm for data science and machine learning with knowledge and practical skills.

RR

4.0Reviewed May 21, 2020

I am not connected to rhyme site always tells me your session completed

MO

5.0Reviewed Nov 3, 2021

​Excellent course for those who have machine learning knowledge and want to deploy ML model as the web app.

EK

5.0Reviewed Oct 11, 2020

Sk / learning , pandas introduction being introduced with python web application for building a machine.

MO

5.0Reviewed Sep 21, 2020

An amazing guided project, very well-taught and very useful.

All reviews

Showing: 20 of 68

Sachin Dundappa Auji
5.0
Reviewed May 17, 2020
John Williams
4.0
Reviewed Jun 3, 2020
Md.Shamiul Islam Shifat
4.0
Reviewed May 19, 2020
Rudra Prasad Dash
5.0
Reviewed Jun 15, 2020
Roma Khajiev
5.0
Reviewed Sep 30, 2024
Bancroftway Systems
5.0
Reviewed Mar 25, 2021
M Vineeth
5.0
Reviewed Sep 24, 2020
DIKSHANT SABLE
5.0
Reviewed May 20, 2020
Ravi Paul Bansal
5.0
Reviewed Jun 14, 2020
Pranshu Aggarwal
5.0
Reviewed Aug 17, 2020
Syed Faizan Husain
5.0
Reviewed Jun 3, 2020
Shoaib badshah
5.0
Reviewed Oct 18, 2020
Jônatas Lima de Amorim
5.0
Reviewed Jul 16, 2020
MOHD ZAMRI OSMAN
5.0
Reviewed Nov 4, 2021
Emmanuel Kolawole
5.0
Reviewed Oct 11, 2020
Deleted Account
5.0
Reviewed May 22, 2020
Alina Idgie Henne
5.0
Reviewed Nov 11, 2020
Arka Seth
5.0
Reviewed May 28, 2020
Johnson Thomas
5.0
Reviewed Jun 2, 2020
mark oriakhi
5.0
Reviewed Sep 22, 2020