Security was main topic last week, but Google Cloud Platform users are covered of course.
News
GPU Machine LearningIntroducing Preemptible GPUs: 50% Off - Beta release of Preemptible GPUs which are particularly good fit for large-scale machine learning and other computational batch workloads.
Google Cloud Platform SecurityWhat Google Cloud, G Suite and Chrome customers need to know about the industry-wide CPU vulnerability - Know about industry-wide CPU vulnerability and Google’s action to address those.
Articles, Tutorials
Security Virtual Private CloudSimplify Cloud VPC firewall management with service accounts - Learn more about powerful new management feature for Cloud VPC firewall management with service accounts.
SREConsequences of SLO violations — CRE life lessons - Article explains importance of creating a policy to handle Service Level Objective (SLO) violations, role of Site Reliability Engineers (SREs) and Devs in responding to SLO violations and structure of policy.
Google Kubernetes Engine Kubernetes NoSQL TutorialSharded Mongodb in Kubernetes StatefulSets on GKE - This blog post demonstrates the setup of Sharded MongoDB Cluster on Google Kubernetes Engine.
Cloud ML Machine LearningServe Keras models using Google Cloud Machine Learning services - This post explains the main building blocks that you have to pay attention to while using Keras models using Google Cloud Machine Learning services.
Beginner GPU Machine Learning TutorialUltimate guide to setting up a Google Cloud machine for fast.ai version 2 - Guide to setting up a Google Cloud machine for fast.ai courses (Google Compute Engine with GPU).
Cloud ML TensorFlow TutorialBuild a Taylor Swift detector with the TensorFlow Object Detection API, ML Engine, and Swift - This post explains steps to build an iOS face detector app with the TensorFlow Object Detection API, Cloud ML Engine.
Kubernetes NoSQLMGOB — A MongoDB backup agent for Kubernetes - This post explains features and use of MGOB (open source MongoDB backup automation tool) on Google Kubernetes Engine
App Engine NodeJS TutorialRun a LoopBack App on Google App Engine - This article explains how to setup LoopBack (framework for creating APIs and connecting them with backend data sources) on Google App Engine.
App Engine Beginner TutorialApp Engine : transition your website to HTTPS - Securing Google App Engine website.
App Engine Google Cloud PlatformA brief note on App Engine’s pricing - Brief note on new pricing model introduced with the App Engine flexible environment release.
App Engine Docker PHPA handy tip for local development of PHP on App Engine - Tip for local development using php-docker image for PHP on App Engine.
Beginner Google Kubernetes Engine KubernetesKubernetes 101: Pods, Nodes, Containers, and Clusters - Simplified overview of Kubernetes along with the most important components and how they fit together.
BigQuery Data Studio TutorialAnalytics for RESTful interface - This article demonstrate an example project on how to track each request to our RESTful API, analyze and visualize the data in Googles DataStudio Reports.
Docker KubernetesCirrus CI Stack - This post gives high-level overview what has been used to build Cirrus CI. Cirrus CI is a set of 20 micro-services all written in Kotlin. All of the micro-services are orchestrated by Kubernetes and hosted by Google Kubernetes Engine.
Docker TutorialOpenshift Authentication with Google Identity Provider - Guide to implement Openshift Authentication with Google Identity Provider
Beginner Cloud Functions DevOps TutorialContinuous Integration (CI) and Delivery (CD) for Google Cloud Functions (GCF) using CircleCI - Continuous Integration and Delivery for Google Cloud Functions using CircleCI.
Cloud Functions IoTCloud Functions Prometheus Exporter - Using Google Cloud Functions as a Prometheus exporter
Cloud IoT PythonRefreshing JSON Web Tokens (JWTs) in Google Cloud IoT Core - This post explains refreshing JSON Web Tokens (JWTs) in Google Cloud IoT Core.
Machine Learning TensorFlowHow to move from tf.contrib.learn Estimator to core Tensorflow tf.Estimator - Guide to know about moving from tf.contrib.learn Estimator to core Tensorflow tf.Estimator.
Cloud FunctionsA Google Closure Compiler builder for Container Builder - Know about GitHub Repo - Google Closure Compiler for Container Builder
FirebaseUsing Google APIs with Firebase Auth and Firebase UI on the Web - This blog post explains about using Google APIs with Firebase Auth and Firebase UI on the Web.
Firebase NodeJSGoogle Home App with Node.js — A Song of API-ce and Firebase - Learn about Google Home App build with Node.js and Firebase.
Cloud Functions FirebaseX-Hub-Signature Verification on Google Cloud Functions / Firebase Cloud Functions for Facebook Graph API Webhooks - This post explains how to make X-Hub-Signature verification work with Google Cloud Functions / Firebase Cloud Functions for Facebook Graph API Webhooks.
AWS Docker KubernetesUpdate to Pentagon: a Framework for Building Kubernetes-based Infrastructure - Pentagon is ReactiveOps’ open source framework for building repeatable, cloud-based infrastructure as code with Kubernetes.
BigQuery Pythonpandas-gbq Version 0.3.0 - Quick note on pandas-gbq Version 0.3.0
Slides, Videos, Audio
Google Cloud PlatformHow to File a Case with Google Cloud Platform Support
Business Google Cloud PlatformMachine learning solutions at Rolls Royce Marine Digital and Systems - Karno Tenovuo, Senior Vice President Ship Intelligence at Rolls Royce Marine Digital and Systems, describes partnering with Google Cloud to create fully autonomous ships using advanced machine learning solutions.