Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Streamlit Training - Creating Interactive Data Apps
Trusted by — schools, companies and industrial groups
40,860 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
Streamlit training objectives
- Master Streamlit for developing professional, certified data applications
- Design interactive dashboards with advanced widgets and layouts
- Integrate dynamic visualizations (Plotly, Altair) into Streamlit
- Manage session states and caching for scalable apps
- Implement multi-user Streamlit apps in enterprise environments
- Deploy and optimize Streamlit applications in production
Streamlit curriculum: 4 modules over 4 days
Module 1 : Streamlit Fundamentals: Environment and Interactive Components (widgets, layouts, st.write)
Quick installation of Streamlit and creation of your first professional data app, exploration of essential widgets (sliders, buttons, selectbox), layout with columns and sidebars for intuitive interfaces, practical exercises on real datasets with pandas, prototyping a simple dashboard in less than an hour, personalized code review to consolidate your skills from the first day.
Module 2 : Streamlit Visualizations: Interactive Graphs and Maps (Plotly, Altair, Folium)
Integration of visualization libraries into Streamlit for dynamic charts, creation of reactive Plotly graphs based on user selections, building interactive geospatial maps with Folium, exercises on real enterprise data analysis cases, combining multiple metrics into a unified dashboard, optimizing renders for large datasets, producing a deliverable ready to present to stakeholders.
Module 3 : Streamlit State Management: Sessions, Caching, and Multi-Users (st.session_state, @st.cache)
Mastery of st.session_state to persist data between interactions, implementation of advanced caching with @st.cache_data to accelerate apps, handling multi-user flows without conflicts, practical workshops on enterprise usage simulations, debugging complex sessions with integrated logging, development of an evolving ongoing project incorporating forms and secure uploads, real-world testing to validate robustness.
Module 4 : Streamlit Deployment: Production and Optimization (Streamlit Cloud, Docker, monitoring)
Configuration of deployments on Streamlit Cloud and Heroku for rapid launch, containerization with Docker for enterprise environments, performance optimization (lazy loading, threading), implementation of monitoring and secrets management, exercises deploying a complete app from your ongoing project, final audit of best practices, delivery of all source codes and guides for immediate production replication.
How Streamlit skills are assessed
- Multiple-choice quiz to validate learning outcomes at the end of the training
- Continuous assessment through practical exercises on Streamlit apps
- Presentation of the ongoing interactive dashboard project to the trainer
How the Streamlit course is taught
- Instructor-led sessions by a practicing expert trainer
- Practical exercises based on real business cases
- Progressive ongoing project throughout the training
- Complete course materials provided to each participant
Streamlit training: access and practical arrangements
The Streamlit Training - Creating Interactive Data Apps program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Streamlit Training - Creating Interactive Data Apps program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Streamlit Training - Creating Interactive Data Apps program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
The Learni story
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Our method
How Learni guarantees the quality of your Streamlit training
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Our social commitment
A school kit donated to a child for every training booked
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
FAQ
Streamlit: frequently asked questions
Which tools are used in Streamlit Training training?+
Hands-on work runs on widgets, layouts, st.write, plotly, altair and folium. Those tools come from the Streamlit Training program itself, delivered on site over 4 days, so participants practise on the stack they will use at work.
What can participants do after Streamlit Training training?+
They can master Streamlit for developing professional, certified data applications, design interactive dashboards with advanced widgets and layouts and integrate dynamic visualizations (Plotly, Altair) into Streamlit. Those are the stated objectives of the Streamlit Training program at Intermediate level, checked by the end-of-session assessment.
What does the Streamlit Training program cover, day by day?+
Day 1: Streamlit Fundamentals: Environment and Interactive Components (widgets, layouts, st.write). Day 2: Streamlit Visualizations: Interactive Graphs and Maps (Plotly, Altair, Folium). Day 3: Streamlit State Management: Sessions, Caching, and Multi-Users (st.session_state, @st.cache). Day 4: Streamlit Deployment: Production and Optimization (Streamlit Cloud, Docker, monitoring). The Streamlit Training program runs over 4 days, delivered on site.
How is Streamlit Training training assessed?+
Assessment relies on multiple-choice quiz to validate learning outcomes at the end of the training, continuous assessment through practical exercises on Streamlit apps and presentation of the ongoing interactive dashboard project to the trainer. Learni issues a completion certificate together with the individual assessment report at the end of the Streamlit Training program, which an L&D team can file as evidence.
How much does Streamlit Training training cost per participant?+
Streamlit Training training costs $4,620 per participant. For an in-company team, the flat rate starts at $7,865 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does Streamlit Training training take?+
4 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for Streamlit Training training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before Streamlit Training training?+
Proficiency in Python, pandas, and basic data visualization.
Is a certificate issued after Streamlit Training training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for Streamlit Training training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere
Let's build your Streamlit learning path.
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