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Build a Chat Server with Cloud Run | TheraFox | FAUN

 1 year ago
source link: https://factory.faun.dev/newsletters/i/build-a-chat-server-with-cloud-run-6f5b3c2c-1f83-456c-a385-1de1a5ba536c
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Build a Chat Server with Cloud Run

 
TheraFox
 
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From the web
 
 
How do you use Feature Store in the MLOps process on Vertex AI?
 
 
One of the questions @ MLOps onGoogle Cloud CloudAir webinar was "How do you use Feature Store in the MLOps process on Vertex AI?"

According to a whitepaper, these are the steps in the MLOps process that may involve a Feature store:
  • Model experimentation, both feature engineering and model training
  • Continuous training
  • Online prediction
In this article, Ivan Nardini will discuss in detail how a feature store contributes in each of those steps for predicting fraudulent transactions in a banking scenario.
 
 
 
Build a chat server with Cloud Run   ✅
 
 
This article explains how to build a chat server with Cloud Run using Python as the development language.
 
 
 
Before an attacker discovers your cloud, be aware of the endpoints you have exposed to the internet.
 
 
GCP helps with tracking/visibility with all lists of external addresses used on the project aligning with respective resources. See how you can leverage the available service and APIs for same to find the services the one which is exposed to the internet on the same.
 
 
 
How GKE & Anthos Container-Aware Load balancing Increases Applications’ Reliability
 
 
This blog focuses on the optimization of network connectivity performance to containers hosted on Google Kubernetes Engine (GKE). It dives deep into load balancing using a GKE cluster as the backend.
 
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Book picks
 
 
Visualizing Google Cloud
 
 
101 Illustrated References for Cloud Engineers & Architects.

In Visualizing Google Cloud: Illustrated References for Cloud Engineers & Architects, Google Cloud expert Priyanka Vergadia delivers a fully illustrated, visual guide to matching the best Google Cloud Platform services to your own unique use cases.

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Tools
 
 
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Sample cloud-native application with 10 microservices showcasing Kubernetes, Istio, and gRPC.
 
 
 
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A place to keep all my cheat sheets for the complete development of ASIC/FPGA hardware or a software app/service.
 
 
 
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Deploy Tensorflow models to Google Cloud Platform for automating predictions on Earth Engine imagery
 
 
 
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Google Cloud Platform quiz questions and answers
 
 
 
Meme of the week
 
 
 
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TheraFox #349: Build a Chat Server with Cloud Run
Legend: ✅ = editors' choice / ♻️ = Old but gold / ✨ = sponsored / 🔰 = beginner friendly

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