Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

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

Aleksa Gordić - The AI Epiphany via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Learn to build a fully-functional web app using Streamlit and HuggingFace Inference API in this comprehensive tutorial video. Dive into setting up a conda environment, mastering Streamlit fundamentals, leveraging HuggingFace inference API, and understanding Git version control. Follow along as the instructor guides you through creating a Streamlit app from scratch, handling private keys, developing the front-end, and ultimately deploying your creation to Streamlit cloud. Gain practical insights into MLOps and web app development with Python, preparing you for future explorations in Gradio and Next.js.

Syllabus

Intro
Building Conda environment
Starting your first Streamlit app
Streamlit crash course!
Building our web app: Streamlit + HuggingFace inference API
Handling private keys in Streamlit
Building the front-end
Git crash course!
Deploying to Streamlit cloud!
Outro

Taught by

Aleksa Gordić - The AI Epiphany

Reviews

Start your review of Building Web Apps Using Streamlit - Streamlit Crash Course - MLOps Series

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.