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Google CLOUD AUTOML VS Kubernetes

Compare Google CLOUD AUTOML VS Kubernetes and see what are their differences

Google CLOUD AUTOML logo Google CLOUD AUTOML

Train custom ML models with minimum effort and expertise

Kubernetes logo Kubernetes

Kubernetes is an open source orchestration system for Docker containers
  • Google CLOUD AUTOML Landing page
    Landing page //
    2023-07-30
  • Kubernetes Landing page
    Landing page //
    2023-07-24

Google CLOUD AUTOML videos

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Kubernetes videos

Kubernetes in 5 mins

More videos:

  • Review - Kubernetes Documentation
  • Review - Module 1: Istio - Kubernetes - Getting Started - Installation and Sample Application Review
  • Review - Deploying WordPress on Kubernetes, Step-by-Step

Category Popularity

0-100% (relative to Google CLOUD AUTOML and Kubernetes)
Data Science And Machine Learning
Developer Tools
3 3%
97% 97
AI
100 100%
0% 0
DevOps Tools
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Google CLOUD AUTOML and Kubernetes

Google CLOUD AUTOML Reviews

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Kubernetes Reviews

The Top 7 Kubernetes Alternatives for Container Orchestration
Rancher RKE is an interface to the command line for Rancher Kubernetes Engine (RKE) and OpenShift. Both are software tools employed to deploy Kubernetes, an open source project that manages containers on several hosts.
Kubernetes Alternatives 2023: Top 8 Container Orchestration Tools
Azure Kubernetes Service is a container orchestration platform that offers secure serverless Kubernetes. AKS helps to manage Kubernetes clusters and makes deploying containerized applications so much easier. In addition to that, it provides automatic configuration of all Kubernetes nodes and master.
Top 12 Kubernetes Alternatives to Choose From in 2023
Google Kubernetes Engine (GKE) is a prominent choice for a Kubernetes alternative. It is provided and managed by Google Cloud, which offers fully managed Kubernetes services.
Source: humalect.com
Docker Swarm vs Kubernetes: how to choose a container orchestration tool
In this article, we explored the two primary orchestrators of the container world, Kubernetes and Docker Swarm. Docker Swarm is a lightweight, easy-to-use orchestration tool with limited offerings compared to Kubernetes. In contrast, Kubernetes is complex but powerful and provides self-healing, auto-scaling capabilities out of the box. K3s, a lightweight form of Kubernetes...
Source: circleci.com
Docker Alternatives
An open-source code, Rancher is another one among the list of Docker alternatives that is built to provide organizations with everything they need. This software combines the environments required to adopt and run containers in production. A rancher is built on Kubernetes. This tool helps the DevOps team by making it easier to testing, deploying and managing the...
Source: www.educba.com

Social recommendations and mentions

Based on our record, Kubernetes seems to be a lot more popular than Google CLOUD AUTOML. While we know about 296 links to Kubernetes, we've tracked only 6 mentions of Google CLOUD AUTOML. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Google CLOUD AUTOML mentions (6)

  • Is there going to be engines dedicated to creating AI?
    There are several no-code AI websites that you can use like Amazon SageMaker, Apple CreateML or Google AutoML. Source: over 1 year ago
  • How AWS and GCP Compare: The Top 5 Differences
    GCP, on the other hand, offers two top options: Google Cloud AutoML, for beginners, and Google Cloud Machine Learning Engine, for handling tasking projects. GCP also provides Tenserflow and Vertex AI complicated machine learning abilities. - Source: dev.to / over 1 year ago
  • Discussion Thread
    Just outsource the work to Google or Amazon. Source: almost 3 years ago
  • Is GitHub Copilot a Threat to Developers? (Spoiler: It’s Not
    We can also note the appearance of Machine Learning, creating dynamic processes over data that would have been tedious to analyse, either by hand or through specific code. This enables writing potentially complex behaviours with a few lines of code in some cases. Even then, there is some automation of it to the point where you only have to provide data to get working results. - Source: dev.to / about 3 years ago
  • Are there any ready-to-use image AI programs for dummies?
    You might want to check out automl Google AutoML. Source: almost 3 years ago
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Kubernetes mentions (296)

  • Fastly and the Linux kernel
    The open source projects Fastly uses and the foundations we partner with are vital to Fastly’s mission and success. Here's an unscientific list of projects and organizations supported by the Linux Foundation that we use and love include: The Linux Kernel, Kubernetes, containerd, eBPF, Falco, OpenAPI Initiative, ESLint, Express, Fastify, Lodash, Mocha, Node.js, Prometheus, Jenkins, OpenTelemetry, Envoy, etcd, Helm,... - Source: dev.to / 11 days ago
  • Top 5 Docker Alternatives for Software Developers in 2024
    Kubernetes, also known as "K8s," is a container orchestration tool developed by Google. It is used to automate the deployment, scaling, and management of containerized applications. Docker and Kubernetes can be combined for better container management. - Source: dev.to / 9 days ago
  • A beginners guide to Kubernetes with Docker
    Follow the installation guide on the Kubernetes website. - Source: dev.to / 13 days ago
  • Automating the Building of VMs with Packer
    Learning new tools like Kubernetes and explore different ways of installing it, experimenting with various plugins, etc. If these tools are installed natively on the host and something goes wrong, it might require resetting the host. - Source: dev.to / 16 days ago
  • Getting my feet wet with Kubernetes
    Recently, I’ve spent some time playing around with Kubernetes (K8s). Having never used it before, I gave it my humble first try. I used it as part of a project where I wanted to use self host some tools on a VPS and write some server code for some life automations and potentially a blog in the future. You can find the Github Repo for the project at the time of writing for it here. - Source: dev.to / 21 days ago
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What are some alternatives?

When comparing Google CLOUD AUTOML and Kubernetes, you can also consider the following products

Qubole - Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.

Rancher - Open Source Platform for Running a Private Container Service

BigML - BigML's goal is to create a machine learning service extremely easy to use and seamless to integrate.

Docker - Docker is an open platform that enables developers and system administrators to create distributed applications.

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Helm.sh - The Kubernetes Package Manager