Convert Data Science Code Into a Web App Using Streamlit
Learn how to convert your data science code into a web app
Lectures -14
Resources -1
Duration -1.5 hours
30-days Money-Back Guarantee
Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.
Course Description
In this course, you are going to learn how you can build a web app focused on Data Science or Machine Learning projects. To do this, you will use the framework Streamlit, a tool that allows you to easily build a web app.
This is a practical course, in which we will build first a data analysis code to analyze a dataset, then train a model, and finally use the model to do some predictions. Then, we will adapt this code to convert it into a web app using Streamlit. Adapting this code will allow you to learn how you can easily create a web app based on python code.
The web app will display text, data frames, and plots. You can even add interactivity to your app, allowing your user to upload its own file and input number. These are only basic examples, but with this knowledge, you can add whatever you want to your app!
You will also learn about a supervised learning algorithm, this is Linear Regression, which we will use to make predictions on our dataset.
You do not need to know Data Science or Web Development, because in this course you will learn the necessary to understand the project.
So, get started building web apps focused on data science or machine learning projects with this very practical course.
Goals
What will you learn in this course:
- Learn how to convert a data science local app into a web app
- Learn how to build a web app using Streamlit
- Learn how to build a data analysis using Python, Numpy, Pandas, Sklearn and Matplotlib
- Learn how to adapt a plain data analysis Python code to a Streamlit code
- Learn how to train a linear regression
Prerequisites
What are the prerequisites for this course?
- You need to know the basic about Python
- You don’t need previous knowledge in data science or machine learning
Curriculum
Check out the detailed breakdown of what’s inside the course
What is Streamlit?
2 Lectures
- What is Streamlit? 05:53 05:53
- Basic example of web app 12:31 12:31
Data Science local app
3 Lectures
Converting local to web app using Streamlit
8 Lectures
Instructor Details
Leonardo Bravo
eCourse Certificate
Use your certificate to make a career change or to advance in your current career.
Our students work
with the Best
Related Video Courses
View MoreAnnual Membership
Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses
Subscribe nowOnline Certifications
Master prominent technologies at full length and become a valued certified professional.
Explore Now