Streamlit Courses and Certifications

Machine Learning | Natural Language Processing | Streamlit

273 ratings at Udemy

Learn the fundamentals of Machine Learning and Natural Language Processing, and apply these skills to build and host an NLP web application. A 9-hour course.

• Udemy
• 1 day 11 hours 54 minutes
• On-Demand
• Paid Course

Streamlit Bootcamp

174 ratings at Udemy

Build beautiful web apps for your Data Science and Machine Learning projects in a fast and easy way using Streamlit.

• Udemy
• 2 hours 13 minutes
• On-Demand
• Paid Course

Developing and Deploying Applications with Streamlit

58 ratings at Udemy

Learn to build and share data apps using Streamlit, an open-source framework for Machine Learning and Data Science. Course covers app deployment, data handling, and creating interactive plots.

• Udemy
• 3 hours 49 minutes
• On-Demand
• Paid Course

Data Professor

Streamlit - Web Application in Python

1 review

Learn to build web applications in Python using Streamlit with Data Professor's 12-hour program, covering topics from machine learning to bioinformatics and finance.

• YouTube
• 12 hours
• On-Demand
• Free Online Course

Build 12 Data Science Apps with Python and Streamlit - Full Course

1 review

Learn to build 12 data science apps using Python and Streamlit in a 3-4 hour course, covering topics from stock price analysis to deploying on Heroku and Streamlit.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Online Course

Build Web Apps in Python with Streamlit

34 ratings at Pluralsight

Leverage your Python skills and start building web applications for your data. This course will teach you how to build web applications using Python's Streamlit.

• Pluralsight
• 2 hours 5 minutes
• On-Demand
• Free Trial Available

Aleksa Gordić - The AI Epiphany

Building Web Apps Using Streamlit - Streamlit Crash Course - MLOps Series

Learn to build web apps using Streamlit and HuggingFace Inference API with Python, including setting up a conda environment and Git versioning, in this 1-2 hour program by Aleksa Gordić.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course

Data Professor

Tips and Tricks for Building Web Applications in Python With Streamlit

Learn to build Python web applications using Streamlit with tips from Avra, a Streamlit Creator. Explore automation with Google Sheets and Firebase in this 2-hour material by Data Professor.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Online Course

Data Professor

How to Build Your Own Speech-to-Text Transcription App in Python Using AssemblyAI and Streamlit

Learn to build a Speech-to-Text Transcription App in Python using AssemblyAI API and Streamlit with Data Professor in under an hour.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Build a TikTok Data Science App with Streamlit and Python - Data Science Project

Learn to build a real-time TikTok feed, preprocess data using an ETL pipeline, and create a Streamlit dashboard with Python in a 2-3 hour tutorial by Nicholas Renotte.

• YouTube
• 2 hours 17 minutes
• On-Demand
• Free Online Course

1littlecoder

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

Learn to build multi-page web apps using Streamlit, a popular Python framework for data science and machine learning, in under an hour with 1littlecoder.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

1littlecoder

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

Learn to build a Github Stars History Tracker in Python with 1littlecoder. This under 1-hour tutorial covers design, coding, and deployment of the web app on Streamlit Cloud.

• YouTube
• 43 minutes
• On-Demand
• Free Online Course

Venelin Valkov

Deploy LayoutLMv3 for Document Classification Using Streamlit, Transformers, and HuggingFace Spaces

Learn to build and deploy a Streamlit-powered ML web app. Build, deploy and test the app with VSCode and HuggingFace Spaces.

• YouTube
• 35 minutes
• On-Demand
• Free Online Course

Part Time Larry

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

Learn to build a financial news app interface with Streamlit and Llama Index 0.6, including GPT-4 model swapping, in under an hour with Part Time Larry.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Build a Data Science Web App with Streamlit and Python

732 ratings at Coursera

Learn to build interactive data science web apps using Python and Streamlit with Coursera Project Network. No web development experience required. Best for North America region.

• Coursera
• 2 hours
• On-Demand
• Paid Course