In this blog post, we are going build and push an Docker image with variables. This image includes an instance of FastAPI, which serves a machine learning model. The image will be stored on Google Container Registry, and the whole process is managed using Google Cloud Build. If you’ve ever ventured into the complex realm […]
Análise de Sentimentos com TFX Pipelines — Local Deploy
Construa uma pipeline TFX local, crie um modelo de análise de sentimentos utilizando a arquitetura Transformer e disponibilize o modelo com TF Serving
CI/CD para TFX Pipelines com Vertex e AI Platform
Faça o deploy de uma TFX Pipeline com Vertex Pipelines, disponibilize seu modelo na AI Platform e construa uma pipeline de CI/CD para escalar seu sistema
CI/CD for TFX Pipelines with Vertex and AI Platform
Deploy a TFX Pipeline with Vertex Pipelines, serve your model on AI Platform, monitor your requests and build a CI/CD pipeline to scale your system
Sentiment Analysis with TFX Pipelines — Local Deploy
Build a local TFX pipeline, create a sentiment analysis model using the Transformer architecture and serve the model with TF Serving
Como criar um Web App de ML com Streamlit e Pipelines
Envolva seus processos em uma pipeline do scikit-learn, aprenda a criar um web app de ML com streamlit e forneça uma interface amigável
Build a ML Web App with Streamlit and Pipelines
Wrap your processes in a scikit-learn pipeline, learn how to build a ML web app with streamlit, and provide a user-friendly interface
Utilizing Data to Find a New Home in São Paulo
Utilizing data to find a new home in São Paulo: gather information, filter houses based on your preferences and enhance your search