Streamlit in Python Training
Level
IntermediateDuration
16h / 2 daysDate
Individually arrangedPrice
Individually arrangedStreamlit in Python Training
Streamlit is a revolutionary Python library that allows you to quickly create responsive web applications without the need for HTML, CSS, or JavaScript knowledge. Our intensive two-day training takes participants from the basics to advanced techniques for building professional, interactive analytical tools, dashboards, and web applications.
What You Will Learn
- Build professional web applications in Python using Streamlit
- Design interactive dashboards with dynamic data visualization
- Implement advanced user interaction mechanisms
- Optimize and deploy Streamlit applications in production environments
Requirements
- Basic knowledge of Python
- Installed Python environment (version 3.8+)
- Laptop with internet access
- Installed code editor (e.g. VSCode, PyCharm)
Who is this training for?
Python developers wanting to expand their skills into web app creation-
Data analysts looking to visualize the results of their analyses
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Students of computer science and data science
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IT professionals who want to quickly prototype applications
Training Program
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Day 1: Basics and First Steps with Streamlit
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Module 1: Introduction to Streamlit
- Installing and configuring the programming environment
- Running your first simple web application
- Basic components and structure of a Streamlit app
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Module 2: User Interface Components
- Creating interactive elements: buttons, sliders, text fields
- Handling user inputs and dynamically updating page content
- Practical examples of using various interface widgets
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Module 3: Data Visualization
- Integrating pandas and matplotlib with Streamlit
- Creating dynamic charts and tables
- Interactive presentation of data from different sources
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Day 2: Advanced Techniques and Deployment
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Module 4: Advanced Streamlit Techniques
- Multi-page applications and navigation
- Application state management
- Handling files and user data uploads
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Module 5: Styling and Design
- Custom styles and themes
- Application responsiveness
- Integrating additional CSS libraries
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Module 6: Deployment and Optimization
- Publishing applications on hosting platforms
- Optimizing Streamlit app performance
- Security and best practices for building web applications
