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  4. Machine Learning As A Service
  5. Amazon SageMaker vs Gradient°

Amazon SageMaker vs Gradient°

OverviewComparisonAlternatives

Overview

Amazon SageMaker
Amazon SageMaker
Stacks295
Followers284
Votes0
Gradient°
Gradient°
Stacks4
Followers16
Votes0

Amazon SageMaker vs Gradient°: What are the differences?

What is Amazon SageMaker? Accelerated Machine Learning. A fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale.

What is Gradient°? 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.

Amazon SageMaker and Gradient° can be categorized as "Machine Learning as a Service" tools.

Some of the features offered by Amazon SageMaker are:

  • Build: managed notebooks for authoring models, built-in high-performance algorithms, broad framework support
  • Train: one-click training, authentic model tuning
  • Deploy: one-click deployment, automatic A/B testing, fully-managed hosting with auto-scaling

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

Amazon SageMaker
Amazon SageMaker
Gradient°
Gradient°

A fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale.

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.

Build: managed notebooks for authoring models, built-in high-performance algorithms, broad framework support; Train: one-click training, authentic model tuning; Deploy: one-click deployment, automatic A/B testing, fully-managed hosting with auto-scaling
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
Statistics
Stacks
295
Stacks
4
Followers
284
Followers
16
Votes
0
Votes
0
Integrations
Amazon EC2
Amazon EC2
TensorFlow
TensorFlow
Node.js
Node.js
Terraform
Terraform
Golang
Golang
Python
Python
Google Cloud Storage
Google Cloud Storage
Jupyter
Jupyter
Amazon S3
Amazon S3

What are some alternatives to Amazon SageMaker, Gradient°?

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.

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.

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.

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.

Image to Video AI: Easy AI Image Animator Online

Image to Video AI: Easy AI Image Animator Online

Instantly transform any static image into a dynamic, engaging video with our AI image animator. Create stunning animations, moving photos, and captivating visual stories in seconds. No editing skills required.

SAM 3D

SAM 3D

Explore SAM 3D to reconstruct 3D objects, people and scenes from a single image. Build 3D assets faster with SAM 3D Objects and SAM 3D Body.

Image to Image AI

Image to Image AI

Unlock the full potential of your visual content with Image2Image.ai, the ultimate AI image editor designed to transform the way you create and enhance digital art. Whether you are a professional designer, a digital marketer, or a creative enthusiast, our platform offers a seamless solution to modify and reimagine your photos with the power of generative AI. I used to spend hours in Photoshop trying to manually blend textures or change lighting, but Image2Image.ai has completely changed my workflow. Now, instead of tedious masking and layering, I simply upload a rough concept, type a few words, and the tool does the heavy lifting for me. For example, I recently needed to visualize a product prototype in a different setting; I just uploaded my basic sketch, typed "modern living room, sunset lighting," and watched it turn into a photorealistic render in seconds. It genuinely feels like magic when you see your rough ideas polished so instantly. At the core of our platform is a cutting-edge AI image editor that specializes in image-to-image translation. This means you can take an existing photo and completely change its artistic style, texture, or composition while preserving the original structure. We support a wide array of features including style transfer, object in-painting, background replacement, and resolution upscaling, ensuring every output meets high-quality standards. The best part is that you don't need a technical background to get these results. I’ve found that even with zero prior experience in digital art, the interface is intuitive enough to start creating immediately—no steep learning curve or expensive software subscriptions required. This tool is perfect for generating unique social media content, visualizing product mockups, or exploring new artistic concepts without starting from scratch. By bridging the gap between your imagination and reality, we help you save time and boost creativity. Experience the future of digital editing and make every image a masterpiece with Image2Image.ai.

Sketch To

Sketch To

Instantly convert images to sketches online for free with our powerful AI sketch generator. Need more power? Upgrade to our Professional model for industry-leading results.

Free AI Pet Portrait Generator

Free AI Pet Portrait Generator

Help artist transform pet photos into stunning artwork in seconds. Create royal portraits, oil paintings, cartoon styles & more. No prompts needed, just upload and generate beautiful AI pet portraits.

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