Streamlit Dashboards & Apps Development Training in Ontario

Streamlit Dashboards & Apps Development Training in Ontario, Canada

This course is focused on building interactive data dashboards and lightweight web applications using Python and Streamlit.

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Streamlit Dashboards & Apps Development Training is a professional training program delivered by ProgNXT in Ontario, Canada. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Streamlit Dashboards & Apps Development Training course with hands-on, instructor-led sessions. The Streamlit Dashboards & Apps Development Training is a hands-on program focused on building interactive data dashboards and lightweight web...

Expert Panel

Designed and delivered by the ProgNXT Programming Expert Panel — a vetted team of industry professionals with 14+ years of hands-on experience in Python, Java, C++, and full-stack application development

ProgNXT Programming Expert Panel

Course Code: NLT71
14 Hrs
Last Updated: April 2026

Course Rating5/5

The Streamlit Dashboards & Apps Development Training is a hands-on program focused on building interactive data dashboards and lightweight web applications using Python and Streamlit. The course enables data professionals and developers to rapidly transform data scripts into production-ready dashboards and apps without traditional frontend development.

Welcome to the official Streamlit Dashboards & Apps Development Training certification program in Ontario, Canada. This comprehensive training is designed to elevate your professional skills and provide you with practical, industry-relevant knowledge locally. As a globally recognized corporate training provider operating in 55+ countries, ProgNXT ensures that our curriculum meets the highest standards of excellence.

Whether you are looking to upskill your team or advance your personal career, our expert-led sessions will guide you through the core concepts of this domain. Upon successful completion of the 14 Hrs program, participants will receive a globally accepted certification, demonstrating their proficiency and readiness to tackle complex challenges in the field.

Basic knowledge of Python programming
Familiarity with data analysis concepts
Understanding of pandas and basic visualization is helpful
No prior web development experience required

By the end of this training, participants will be able to:

Build interactive dashboards using Streamlit
Develop end-to-end data-driven applications
Visualize data effectively for business insights
Manage app state and user interactions
Deploy Streamlit applications for real-world use

Streamlit app architecture
Interactive UI components
Data visualization and dashboards
App state and session management
Performance optimization
Deployment and sharing

Streamlit app structure
Interactive dashboard functionality
Data visualization quality
State and performance handling
Deployment readiness

Participants who attend all sessions and successfully complete the course assessments will receive a ProgNXT Certificate of Completion.

Introduction to Streamlit & Data Apps

What is Streamlit and where it is used
Streamlit vs traditional web frameworks
Use cases: dashboards, ML demos, analytics apps
Overview of Streamlit architecture

Streamlit App Fundamentals

Installing and setting up Streamlit
App structure and execution flow
Running and updating Streamlit apps
Working with scripts and layouts

UI Components & Layout Design

Text, inputs, buttons, sliders, and forms
Sidebar and multi-column layouts
Tabs, expanders, and containers
Designing clean and user-friendly dashboards

Data Handling & Visualization

Loading data from files and databases
Data manipulation with pandas
Charts using Streamlit built-ins
Integrating Matplotlib, Plotly, and Altair

Interactive Dashboards

Filters, selectors, and dynamic updates
Cross-filtering and user-driven analysis
Building KPI dashboards
Real-time dashboard patterns

State Management & Performance

Session state concepts
Caching data and computations
Improving app responsiveness
Handling large datasets efficiently

Forms, Validation & User Input

Creating forms and workflows
Input validation techniques
Multi-step user interactions
Storing and processing user inputs

Integrating Machine Learning & Analytics

Displaying ML model predictions
Model inference in Streamlit apps
Visualizing model outputs
ML demo dashboards

Authentication & Security Basics

App access control overview
Environment variables and secrets
Handling sensitive data
Security best practice

Styling, Theming & UX Enhancements

Custom themes and branding
CSS and layout customization
Improving usability and accessibility
Responsive dashboard design

Deployment & Sharing

Preparing apps for production
Deploying on cloud platforms
Version control and updates
Monitoring and maintenance basics

Hands-on Exercises

Summary and Conclusion

Participants will receive course materials, slides, reference materials, exercises and access to resources for further learning.

Participants will be evaluated based on: Daily quizzes, mock questions and query resolution. Group Discussion and Case Study Discussion. Assessment will be through hands-on labs, quizzes, and hands-on exercises.

ProgNXT Certificate of Completion will be awarded to participants who complete the course and pass the evaluations.

Streamlit Dashboards & Apps Development Training Events in ontario

Online Events

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More Upcoming Session Dates

October 2026

📍 Ontario, Canada

21st Oct 2026→22nd Oct 2026

🌐 Online Instructor-Led

22nd Oct 2026→23rd Oct 2026

November 2026

📍 Ontario, Canada

10th Nov 2026→11th Nov 2026

🌐 Online Instructor-Led

11th Nov 2026→12th Nov 2026

📍 Ontario, Canada

26th Nov 2026→27th Nov 2026

🌐 Online Instructor-Led

27th Nov 2026→28th Nov 2026

December 2026

📍 Ontario, Canada

7th Dec 2026→8th Dec 2026

🌐 Online Instructor-Led

8th Dec 2026→9th Dec 2026

📍 Ontario, Canada

27th Dec 2026→28th Dec 2026

🌐 Online Instructor-Led

28th Dec 2026→29th Dec 2026

Events for other courses in Ontario, Canada

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Streamlit Dashboards & Apps Development Training in Ontario