Streamlit Courses and Certifications

1littlecoder

Build MultiPage Python App with Streamlit - Streamlit Native Multi-Page Tutorial

Learn to build multi-page Python web apps with Streamlit's new native support. Covers setup, demo, project structure, code walkthrough, page reordering, and live app creation.

• YouTube
• 20 minutes
• On-Demand
• Free Video

1littlecoder

GitHub Star History Tracker in Python - End-to-End Streamlit Tutorial

Learn to build a GitHub Stars History Tracker using Python and Streamlit. Create an end-to-end web app that visualizes repository star data, from design to deployment on Streamlit Cloud.

• YouTube
• 43 minutes
• On-Demand
• Free Video

James Briggs

Streamlit for ML - ML Models and APIs

Learn to build ML-oriented web apps with Streamlit, focusing on creating a general knowledge Q&A interface. Covers key components, external libraries, and caching for improved performance.

• YouTube
• 15 minutes
• On-Demand
• Free Video

1littlecoder

Real-Time Live Dashboard in Python Using Streamlit - Tutorial

Create a dynamic data science dashboard using Streamlit, featuring real-time updates for finance, marketing, or system monitoring. Learn key Streamlit components and Plotly Express charts integration.

• YouTube
• 39 minutes
• On-Demand
• Free Video

1littlecoder

Streamlit Button CSS Customization - Wordle Spoiler Tutorial

Enhance Streamlit apps with custom button CSS, web scraping, and interactive features. Deploy on Hugging Face Spaces and Streamlit Cloud for a polished Wordle spoiler application.

• YouTube
• 23 minutes
• On-Demand
• Free Video

1littlecoder

Wordle Solver - Build and Deploy Streamlit App Tutorial

Learn to build and deploy a Streamlit app that assists with the popular game Wordle, using Python and NLTK. Perfect for non-native English speakers seeking word clues.

• YouTube
• 28 minutes
• On-Demand
• Free Video

1littlecoder

Streamlit ML Web App Deploy on Hugging Face Spaces with Github Actions

Learn to deploy Streamlit ML web apps on Hugging Face Spaces using GitHub Actions. Covers workflow setup, code editing with GitHub.dev, and continuous deployment for efficient ML app hosting.

• YouTube
• 22 minutes
• On-Demand
• Free Video

1littlecoder

Build Streamlit Dashboard Template for Python Data Science

Learn to build interactive data science dashboards using Streamlit in Python, covering layout design, data visualization, and customization techniques for creating professional-looking web applications.

• YouTube
• 22 minutes
• On-Demand
• Free Video

1littlecoder

Streamlit AI Text Generation Web App with GPT-2 Models

Build an AI text generation web app using Streamlit and GPT-2 models, leveraging aitextgen library for powerful and customizable text generation capabilities.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Part Time Larry

Financial Analyst App - GPT-4, Streamlit, and Llama-Index Tutorial

Build a financial news app UI with Streamlit, integrating GPT-4 and Llama-Index for advanced analysis and user-friendly interaction. Learn to create a powerful tool for financial insights.

• YouTube
• 21 minutes
• On-Demand
• Free Video

echohive

Building a Streamlit Interface for Unified Chat with Multiple LLMs

Learn to build a Streamlit interface for unified chat, enabling automated conversations between LLMs and user interactions with various models. Explore code implementation, setup, and key features of this versatile chat application.

• YouTube
• 14 minutes
• On-Demand
• Free Video

PyCon US

Advanced Streamlit for Python Developers

Deep dive into advanced Streamlit features for building robust, performant web apps in Python. Learn caching, session state management, and app testing through a multi-page GitHub activity dashboard with chatbot integration.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Tech with Tim

Build a Python Website in 15 Minutes with Streamlit

Learn to create interactive Python websites rapidly using Streamlit. Build data dashboards and user interfaces effortlessly in this hands-on tutorial for beginners and experienced developers alike.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Data Science Festival

Adding Interactivity to Your Data Science Models - Getting Started with Streamlit

Learn to create interactive web apps for data science using Streamlit. Explore basic concepts, add widgets, interact with data, and deploy to the cloud. Build apps for visualization, model training, and analytics.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Conf42

Building Interactive Reports in Streamlit with ipyvizzu

Learn to create dynamic, interactive reports using Streamlit and ipyvizzu. Master data visualization techniques for engaging and informative presentations.

• YouTube
• 38 minutes
• On-Demand
• Free Video