Course
Build AI Applications with Streamlit
Learn Streamlit to build and deploy interactive AI applications with Python in this hands-on course.
This course includes
This course includes
Skill level
IntermediateTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary1 hourProjects
1Prerequisites
1 courseWe suggest you complete the following courses before you get started with Build AI Applications with Streamlit:- Learn Intermediate Python 3
About this course
In this Streamlit course, you’ll learn to create interactive dashboards and deploy machine learning models through intuitive Python interfaces. You’ll master essential Streamlit components including widgets, layouts, and session state management, then integrate real AI models from Hugging Face to build production-ready applications. By the end of this Streamlit course, you’ll understand how to visualize data, manage application state, connect to databases, and deploy your apps to Streamlit Cloud. Whether you’re building prototypes or production tools, you’ll gain the practical skills to transform Python scripts into engaging web applications that showcase your AI models.
Skills you'll gain
- Build interactive AI dashboards
- Deploy models to Streamlit Cloud
- Integrate machine learning predictions
- Manage session state in Streamlit
Syllabus
Build AI Applications with Streamlit
Learn Streamlit to build interactive AI applications from scratch with Python.
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Reviews from learners
- The progress I have made since starting to use codecademy is immense! I can study for short periods or long periods at my own convenience - mostly late in the evenings.ChrisCodecademy Learner @ USA
- I felt like I learned months in a week. I love how Codecademy uses learning by practice and gives great challenges to help the learner to understand a new concept and subject.RodrigoCodecademy Learner @ UK
- Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.John-AndrewCodecademy Learner @ USA
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Related resources
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What is Streamlit? A Complete Guide for Building Data Apps
Learn what Streamlit is, how to install it, and build your first interactive data app with Python, no web dev skills needed. - Article
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Learn about Large Language Models (LLMs) and how to build applications powered by Generative AI using LangChain. - Article
Build a Sentiment Analysis App with Hugging Face and Streamlit
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
Earn a document to prove you've completed a course or path that you can share with your network.