Streamlit is a popular open-source framework used for model deployment by machine learning and data science teams efficiently
FastAPI和Docker部署大模型 - 2025 Deploy ML Model in Production with FastAPI and Docker共计100条视频,包括:1 - Course Introduction、2 - Install Requirementstxt、4 - What is Machine Learning Pipeline等,UP主更多精彩视频,请关注UP账号。
ML Model Deployment with Streamlit at AWS EC2 Server14 个讲座 • 1 小时 25 分钟还有6 个章节 要求 Introductory knowledge of NLP Comfortable in Python, Keras, and TensorFlow 2 Basic Elementary Mathematics 描述 Welcome to Production-Grade ML Model Deployment with FastAPI, AWS, Docker, and NGINX!
Streamlit : Deploy your Data & ML app on the web with Python Create in a few hours a great interactive web application and deploy your data or AI model worldwide with Python!评分:4.4,满分 5 分14 条评论总共4.5 小时26 个讲座初级当前价格: US$13.99原价: US$19.99 讲师: Pierre-louis Daniea...
In this third part of the ML project miniseries, we'll explore how to publish your newly created solar panel detection application using streamlit. Data collection and preprocessing Training neural network model usingfastai Deploying your app usingstreamlit ...
To enable these models to make predictions with new data, knowing how to package a model as a user-facing, interactive application is essential. In this blog, we’ll take an ML model from a Jupyter Notebook environment to a containerized application. We’ll use Streamlit as...
A notable ML and AI technique is image recognition, which is a method for categorising and detecting a feature or an item in a digital image. Classification and face recognition are done using this method. Figure 2: Streamlit cloud for machine learning ...
SparseML - SparseML is an open-source model optimization toolkit that enables you to create inference-optimized sparse models using pruning, quantization, and distillation algorithms. S-LoRA - Serving Thousands of Concurrent LoRA Adapters. Tempo - Open source SDK that provides a unified interface to...
It has never been so simple and achievable for your teams. Streamlit, Gradio, or simply API access points in a Docker image: all your projects can be put into production smoothly and easily. Your imagination is the only limit! SaaS providers ...
The web application is built on Streamlit, an open-source Python library that makes it easy to create and share beautiful, custom web apps for ML and data science. We host the web application using Amazon Elastic Container Service (Amazon ECS) with AWS Fargate and...