Ditch the notebooks and start building applications with Streamlit

With this course, you will:

• Develop web application powered by data
• Put any machine learning model in production
• Deploy your models to share with the world

Curriculum

Module 1: Introduction to Streamlit

• Create a basic Streamlit app

Module 2: Streamlit fundamentals

• Show text, images, widgets, forms, and customize layout.
• Capstone project: Build an interactive dashboard

Module 3: Caching

• Basic and advanced usage of caching
• Capstone project: Deploy a classification model

Module 4: Build stateful apps

• Session state management
• Capstone project: Deploy a regression model

Module 5: Build multipage apps

• Streamlit app with many pages
• Page configuration
• Capstone project: Deploy a clustering algorithm for marketing

Module 6: Authentication

• Secure your app with authentication
• Manage credentials
• Capstone project

Module 7: Connect to data sources

• Connect to databases
• Make API calls
• Capstone project: Forecast product demand

Module 8: Deploy to production

• Complete step-by-step process to deploy your Streamlit app
• Deploy your app with Render
• Advanced deployment with environment variable and secrets management

By enrolling, you get:

• Lifetime access to the course and future updates
• 7h of video content
• 6 end-to-end capstone projects where we deploy a new machine learning model
• Access to me to answer your questions directly