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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: Fine-tuning
Status: Dashboard Creation
IntermediateGuided Project2 hours

Featured reviews

PP

Reviewed 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

AS

Reviewed May 27, 2020

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

SH

Reviewed Jun 2, 2020

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

EK

Reviewed Oct 11, 2020

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

RR

Reviewed May 21, 2020

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

MO

Reviewed Sep 21, 2020

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

MO

Reviewed Nov 3, 2021

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

MS

Reviewed May 18, 2020

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

SB

Reviewed Oct 17, 2020

this was an awesome journey with this course. I practiced well and generated new ideas to implement some business ideas. Thanks

RB

Reviewed 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.

JA

Reviewed Jul 15, 2020

Great Course from Snehan Kekre.Highly recommended to machine learning professionals and students. Thank you very much!

PA

Reviewed 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.

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