Streamlit Courses and Certifications

Data Science with Harshit

Building Large Scale Data Apps with Taipy - Head-to-Head Against Streamlit

Explore Taipy for building production-ready web applications quickly. Compare with Streamlit, learn visual elements, and analyze performance in this comprehensive tutorial.

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

Venelin Valkov

Local RAG with Llama 3.1 for PDFs - Private Chat with Documents using LangChain and Streamlit

Build a local RAG system for PDFs using LLMs, LangChain & Streamlit. Extract text, create vector stores, implement advanced retrieval, and integrate local/remote LLMs for efficient document processing.

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

Decoder

Building a Chat App with Ollama-py and Streamlit in Python

Build a Python chat app using Ollama-py and Streamlit. Learn to implement key features like user input, message history, model selection, and streaming responses.

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

Code With Aarohi

Building AI Applications with DeepSeek-R1, LangChain and Streamlit

Learn to build AI applications by integrating DeepSeek-R1 with LangChain and Streamlit, featuring step-by-step guidance on model setup and interface creation.

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

AI Bites

Building a RAG Application Using LangFlow and Streamlit - A Minimal Coding Tutorial

Master building a RAG-powered chat application using LangFlow and Streamlit, focusing on minimal code implementation and creating an AI system capable of explaining other AI models.

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

Code With Aarohi

AI-Powered Trip Planner Using CrewAI, LangChain and Streamlit - Step-by-Step Guide - Lesson 21

Discover how to build an AI travel assistant using CrewAI, LangChain, and Streamlit that creates personalized trip plans instantly based on user preferences through a step-by-step coding walkthrough.

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

echohive

Langchain ChatGPT Your Documents Challenge Part 2 with GPT-3 and OpenAI Embeddings and Streamlit UI

Build a ChatGPT-like chatbot using Langchain, GPT-3, and OpenAI embeddings. Includes Streamlit UI, file uploader, and Wikipedia API integration for answering questions based on uploaded documents and relevant context.

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

James Briggs

Streamlit for ML - Custom React Components in Streamlit Setup

Learn to create custom React components in Streamlit for machine learning applications, focusing on an interactive card component using Material UI design elements.

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

1littlecoder

Reddit Video Downloader in Python - Streamlit App Tutorial and Deployment

Build a Reddit video downloader app using Python, Streamlit, and Requests. Learn to fetch video links, download content, and deploy the web app on Hugging Face Spaces.

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

1littlecoder

Python Tutorial to Build Image-to-Text App Using EasyOCR and Streamlit

Build an image-to-text web app using EasyOCR and Streamlit. Extract text from images with Python in this hands-on data science project. Learn web app development and optical character recognition.

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

Samuel Chan

Build Chat AI Apps with Streamlit and LangChain

Learn to create interactive AI chat applications using Streamlit and LangChain, combining powerful language models with specialized tools for enhanced functionality and user experience.

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

Docker

Deploy a Customer Churn Prediction Model with Streamlit and Docker

Learn to build and deploy a customer churn prediction model using Streamlit and Docker. Discover how to package machine learning models into interactive applications for effective customer retention strategies.

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

EuroPython Conference

Interactive, Animated Reports and Dashboards in Streamlit with Ipyvizzu

Create interactive, animated reports and dashboards using Streamlit and ipyvizzu. Learn to build data apps that non-data scientists can explore, enabling them to apply business expertise and find insights.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

EuroPython Conference

Streamlit - The Fastest Way to Build Data Apps

Discover how to rapidly create data science apps using Streamlit, an open-source framework that simplifies development with Python scripts, eliminating the need for front-end coding.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

Machine Learning With Hamza

RAG with Llama 3.1 for Google Trends Data Scraping and Summarization - Streamlit Web App

Discover how to build a RAG pipeline using LLaMA 3.1 to automate article discovery and summarization based on Google Trends, showcased in a Streamlit web app for efficient content curation.

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