Machine Learning for Startups

Implement machine learning quickly, easily, and at scale with AWS machine learning services

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Accelerate your machine learning journey

We’ve got your back. We are here to help you find and implement machine learning (ML) services that fit your startup needs. Contact us today to speak with an AWS representative who will help get you started, answer questions, and accelerate your ML journey.

Featured resources
Top 7 machine learning use cases for startups

With the industry’s broadest and deepest set of ML services, AWS can help your startup increase performance, reduce costs, and improve customer experiences.

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Unleash the power of your startup

ML is no longer the exclusive domain of the enterprise. Find out how AWS helps startups achieve fast, transformational results.

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Confession of an ML SUP founder

Discover how startups are overcoming ML challenges to drive growth & innovation. Gain practical insights from ML experts.

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MLOps: Emerging trends in data, code, and infrastructure

In this whitepaper, you’ll learn how AWS can simplify your ML operations with a fully managed ML infrastructure, enabling you to build, train, deploy, and manage ML models at scale.

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Innovate and scale faster with AWS Activate

Start your ML journey with up to $100,000 in AWS Activate Credits* with AWS Activate, a program to help startups get on AWS and build successful businesses.
*All AWS credits are in USD and subject to the AWS Promotional Credit Terms & Conditions.

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machine learning Gartner

2022 Gartner Magic Quadrant

AWS named Leader in 2022 Gartner Magic Quadrant for Cloud AI Developer Services.

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AWS machine learning is helping startups across industries make real impact.

machine learning startups scale


Reach scale quickly and effectively while meeting your business challenges by leveraging the depth and breadth of AWS technology from the most experienced and comprehensive cloud provider of AI and ML.

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machine learning startups scale


Our deep and broad experience gives you confidence that AWS is a strong partner for all your AI and ML needs. Connect with startup leaders through the AWS Partner Network and AWS Marketplace and find success stories from your peers.

machine learning startups innovate


Accelerate innovation by expanding your use cases with pre-built AI solutions. Equip your team with AI and ML education and enablement, and leverage your AWS account team and solutions architect for a bespoke consultation.

Why do startups choose AWS over other cloud providers?

AWS ML services help startups increase productivity, cut costs, and, most importantly, get to market faster. Offering the broadest and deepest set of artificial intelligence (AI) and ML services, startups can take advantage of AWS solutions to enhance customer experiences and deliver on business objectives.

machine learning portfolio

Complete portfolio

AWS provides the broadest and deepest portfolio of compute, network, and storage infrastructure services, with a choice of processors and accelerators designed to meet the unique performance and budget needs of ML business problems.

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machine learning sagemaker

Amazon SageMaker

Prepare, build, train, and deploy high-quality ML models quickly by bringing together a broad set of capabilities purpose-built for ML.

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machine learning services

Pretrained AI services

AWS offers more than 20 pretrained AI services that any developer can use to add intelligence to their business application or workflow with a simple API, no ML skills required. The broad portfolio of AI services includes vision, text, speech, chatbots, search, business processes, code and DevOps, industrial, and healthcare.

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machine learning support

Extensive training and support

AWS offers support from solutions architects, the Amazon Machine Learning Solutions Lab, and multiple training options, from free digital training to paid hands-on labs and instructor-led courses.

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Get started with SageMaker today

Learn and experiment with ML using a no-setup, free development environment.

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Have more questions?

Connect with an expert for questions or technical support.

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