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  1. Stackups
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  4. Machine Learning As A Service
  5. Google AI Platform vs Gradient°

Google AI Platform vs Gradient°

OverviewComparisonAlternatives

Overview

Gradient°
Gradient°
Stacks4
Followers16
Votes0
Google AI Platform
Google AI Platform
Stacks49
Followers119
Votes0

Google AI Platform vs Gradient°: What are the differences?

Developers describe Google AI Platform as "Create your AI applications once, then run them easily on both GCP and on-premises". Makes it easy for machine learning developers, data scientists, and data engineers to take their ML projects from ideation to production and deployment, quickly and cost-effectively. On the other hand, Gradient° is detailed as "Deep learning platform built for developers". Gradient° is a suite of tools for exploring data and training neural networks. Gradient° includes 1-click Jupyter notebooks, a powerful job runner, and a python module to run any code on a fully managed GPU cluster in the cloud. Gradient is also rolling out full support for Google's new TPUv2 accelerator to power even more newer workflows.

Google AI Platform and Gradient° can be primarily classified as "Machine Learning as a Service" tools.

Some of the features offered by Google AI Platform are:

  • “No lock-in” flexibility
  • Supports Kubeflow
  • Supports TensorFlow

On the other hand, Gradient° provides the following key features:

  • 1-click Jupyter notebooks
  • a powerful job runner
  • Python module to run any code on a fully managed GPU cluster in the cloud

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Detailed Comparison

Gradient°
Gradient°
Google AI Platform
Google AI Platform

Gradient° is a suite of tools for exploring data and training neural networks. Gradient° includes 1-click Jupyter notebooks, a powerful job runner, and a python module to run any code on a fully managed GPU cluster in the cloud. Gradient is also rolling out full support for Google's new TPUv2 accelerator to power even more newer workflows.

Makes it easy for machine learning developers, data scientists, and data engineers to take their ML projects from ideation to production and deployment, quickly and cost-effectively.

1-click Jupyter notebooks; a powerful job runner; Python module to run any code on a fully managed GPU cluster in the cloud; Kubernetes cluster orchestration
“No lock-in” flexibility; Supports Kubeflow; Supports TensorFlow; Supports TPUs; Build portable ML pipelines; on-premises or on Google Cloud; TFX tools
Statistics
Stacks
4
Stacks
49
Followers
16
Followers
119
Votes
0
Votes
0
Integrations
Node.js
Node.js
Terraform
Terraform
Golang
Golang
Python
Python
Google Cloud Storage
Google Cloud Storage
Jupyter
Jupyter
Amazon S3
Amazon S3
Google Cloud Storage
Google Cloud Storage
Google BigQuery
Google BigQuery
TensorFlow
TensorFlow
Google Cloud Dataflow
Google Cloud Dataflow
Kubeflow
Kubeflow

What are some alternatives to Gradient°, Google AI Platform?

NanoNets

NanoNets

Build a custom machine learning model without expertise or large amount of data. Just go to nanonets, upload images, wait for few minutes and integrate nanonets API to your application.

Inferrd

Inferrd

It is the easiest way to deploy Machine Learning models. Start deploying Tensorflow, Scikit, Keras and spaCy straight from your notebook with just one extra line.

Sora 2 AI Video Generator

Sora 2 AI Video Generator

Turns any prompt into a cinematic-ready clip. Type an idea, drop in reference images, and get a polished video alongside invite code updates and compliance guidance.

AI Video Generator

AI Video Generator

Create AI videos at 60¢ each - 50% cheaper than Veo3, faster than HeyGen. Get 200 free credits, no subscription required. PayPal supported. Start in under 2 minutes.

GraphLab Create

GraphLab Create

Building an intelligent, predictive application involves iterating over multiple steps: cleaning the data, developing features, training a model, and creating and maintaining a predictive service. GraphLab Create does all of this in one platform. It is easy to use, fast, and powerful.

Free AI Photo Enhancer - Online AI Image Quality Enhancer

Free AI Photo Enhancer - Online AI Image Quality Enhancer

Enhance your photos with our AI Photo Enhancer. Restore colors, sharpen details, remove noise, and upscale low-resolution images to stunning 4K quality.

Sora AI Video Generator (Sora 2)

Sora AI Video Generator (Sora 2)

Experience the next-gen Sora AI Video Generator. With Sora 2, create realistic, long-form AI videos from text or images. Try Sora 2 AI Video Generator now.

SoraViz: Visualize Text to Video

SoraViz: Visualize Text to Video

Visualize your ideas with SoraViz. The all-in-one AI video generator integrating Sora 2 & Veo to transform text into cinematic reality.

BigML

BigML

BigML provides a hosted machine learning platform for advanced analytics. Through BigML's intuitive interface and/or its open API and bindings in several languages, analysts, data scientists and developers alike can quickly build fully actionable predictive models and clusters that can easily be incorporated into related applications and services.

Vexub

Vexub

Create high-quality videos in seconds with Vexub’s AI generator, turning your text or audio into ready-to-publish content for TikTok, YouTube Shorts, and other short-form platforms

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