This course offers building real-time streamlit applications from scratch in Python.
Beginner
31 Lessons
3h 25min
Certificate of Completion
This course offers building real-time streamlit applications from scratch in Python.
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This course includes
This course includes
Course Overview
Python is the premier programming language for data science and machine learning, but its native strengths for back-end development can leave developers scrambling for a front-end solution. Enter Streamlit, a robust open-source library for developing front-end applications with Python. This course is a comprehensive introduction to building Streamlit applications integrated with different Python libraries. You’ll be walked through successive projects to create visualizations, display interactive widgets, a...Show More
What You'll Learn
A working knowledge of the training and testing methods for machine learning models in Python
A strong foundation in developing user interfaces (UI) using the Streamlit framework
An understanding of translating various data science libraries, including Scikit-learn, into a front-end UI
A deep familiarity with various web scraping techniques to gather various data and present it in a native web application
Hands-on experience using AssemblyAI, Streamlit, and Heroku to develop, skin, and deploy complete web applications
What You'll Learn
A working knowledge of the training and testing methods for machine learning models in Python
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Course Content
Introduction
Build a UI for a Model Using Streamlit
Build a Classification Web App using Streamlit and Sklearn
Build a Streamlit App to Scrape Github Profiles
Build a Web App to Transcribe Audio using Python and AssemblyAI
Build a Web App to Generate and Display a Word Cloud of Trending
6 Lessons
Build a Web App to Download YouTube Videos in 30 Lines of Code
3 Lessons
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
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