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

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.

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