AI & Machine Learning - AI Deploy

Knowledge Base

Key concepts

AI Deploy - App concept
AI Deploy - Features, Capabilities and Limitations
AI Deploy - Apps portfolio
AI Deploy - Scaling strategies

Getting started

AI Deploy - Getting started

Configuration

AI Deploy - Accessing your app with tokens
AI Deploy - Scaling strategies
AI Deploy - Update custom Docker images

Security

AI Deploy - Accessing your app with tokens

Tutorials

AI Deploy - Tutorial - Build & use a custom Docker image
AI Deploy - Tutorial - Build & use a Streamlit image
AI Deploy - Tutorial - Deploy a simple app with Flask
AI Deploy - Tutorial - Deploy an app for audio classification task using Streamlit
AI Deploy - Tutorial - Deploy a web service for YOLOv5 using Flask
AI Deploy - Tutorial - Deploy a Gradio app for sketch recognition
AI Deploy - Tutorial - Deploy an app for sentiment analysis with Hugging Face and Flask
AI Deploy - Tutorial - Deploy an interactive app for EDA and prediction using Streamlit
AI Deploy - Tutorial - Deploy and call a spam classifier with FastAPI
AI Deploy - Tutorial - Create and deploy a Speech to Text application using Streamlit
AI Deploy - Tutorial - How to load test your application with Locust
AI Deploy - Tutorial - Deploy a Rasa chatbot with a simple Flask app
AI Deploy - Tutorial - Create a web service to recognize sign language with YOLOv7
AI Deploy - Tutorial - Deploy a brain tumor segmentation app using Streamlit
AI Deploy - Tutorial - Deploy LLaMA 2 in a Streamlit application
AI Deploy - Tutorial - Deploy an ONNX model using FastAPI
AI Deploy - Tutorial - Create an application to play rock paper scissors with YoloV8
AI Deploy - Tutorial - Deploy Whisper Speech Recognition Model
AI Deploy - Tutorial - Deploy Stable Diffusion WebUI
AI Deploy - Tutorial - Deploy FLUX Text-to-Image Models

Troubleshooting

AI Deploy - Troubleshooting

Additional resources

AI Deploy - Billing and lifecycle