Introduction to Kubeflow on Google Kubernetes Engine
As datasets continue to expand and models become more complex, distributing machine learning (ML) workloads across multiple nodes is becoming more attractive. Unfortunately, breaking up and distributing a workload can add both computational overhead, and a great deal more complexity to the system. Data scientists should be able to focus on ML problems, not DevOps. Fortunately, distributed workload
Kubernetes Kickstart
Welcome to the Kubernetes Kickstart Bootcamp! In this Bootcamp, you will learn how to containerize workloads, deploy them to Google Kubernetes Engine clusters, scale them to handle increased traffic, and continuously deploy your app to provide application updates. This Bootcamp will cover: The technology of containers at a low level and how Docker builds on that to provide a user friendly interfac
Cloud Functions for Firebase (Angular)
In this codelab, you'll learn how to use the Firebase SDK for Google Cloud Functions to improve an AngularFire Chat Web app and how to use Cloud Functions to send notifications to users of the Chat app. What you'll learn Create Google Cloud Functions using the Firebase SDK. Trigger Cloud Functions based on Auth, Cloud Storage and Realtime Database events. Add Firebase Cloud Messaging support to yo
Google Codelabs
Google Developers Codelabs provide a guided, tutorial, hands-on coding experience. Most codelabs will step you through the process of building a small application, or adding a new feature to an existing application. They cover a wide range of topics such as Android Wear, Google Compute Engine, ARCore, and Google APIs on iOS. Codelab tools on GitHubnorth_east `otz�U � z�U ��z�U
TensorFlow For Poets
TensorFlow is an open source library for numerical computation, specializing in machine learning applications. What you will build In this codelab, you will learn how to run TensorFlow on a single machine, and will train a simple classifier to classify images of flowers. Image CC-BY by Retinafunk daisy (score = 0.99071) sunflowers (score = 0.00595) dandelion (score = 0.00252) roses (score = 0.0004
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