Unlock the full potential of machine learning with these resources

What you need to get real business value from machine learning—quickly, easily, and effectively

  • eBook

    7 Leading Machine Learning Use Cases

    Solve business problems with machine learning

    Machine learning has moved beyond the hype to become a meaningful driver of value. Discover seven common use cases that deliver fast, efficient, measurable results.
  • eBook

    Tackling Our World's Hardest Problems with Machine Learning

    Building a brighter, sustainable future

    See how leading organizations are using machine learning to help fight climate change, level the world’s financial playing field, and improve human health and safety.

    A Strategic Playbook for Data, Analytics, and Machine Learning

    Go from data to action to innovation

    Explore the IDG CIO Playbook to learn how to integrate your data strategies into a holistic framework that modernizes processes, increases agility, and drives your business forward.
  • Resource

    Improve Business Outcomes with Machine Learning

    Solve your most common business challenges

    Explore these practical machine learning use cases that can help you accelerate your machine learning journey and solve your most common business challenges.
  • eBook

    Seven Reasons Why Your Enterprise Needs Intelligent Search

    Transform disparate data into clear insights

    Learn how to get the right data into the right hands faster, boosting employee productivity and empowering customer self-search.
  • ebook

    Drive Business Growth With Personalization

    Create more engaging customer experiences

    See how machine learning can use behavioral data and inferred preferences to deliver experiences truly tailored to individual customers.

    How Machine Learning is Driving Better Patient and Business Outcomes

    Machine learning in healthcare and life sciences

    Machine learning has the power to drive productivity, efficiency, and better results for researchers, providers, patients, and executives alike. Learn how machine learning drives higher levels of care, breakthroughs in research, and healthier patient outcomes.
  • eBook

    Mining insights with machine learning in Financial Services

    Build a competitive edge with machine learning

    Learn how machine learning tools are powering devices and software used across Financial Services to solve problems and create opportunities.

    Drive Industry 4.0 results with machine learning

    Drive industrial results with machine learning

    AWS machine learning helps you leverage your industrial data to improve operational efficiency and accelerate digital transformation. Learn how in this ebook.

    Activate predictive maintenance to improve uptime and reduce industrial costs

    Enable predictive maintenance in minutes with Monitron

    Predictive maintenance improves industrial uptime, productivity, and cost efficiency. Read this ebook to see how you can start realizing the benefits in minutes.
  • Case Study

    Formula 1® eBook

    Learn how F1 is accelerating the fan experience

    Using data to teach Amazon SageMaker complex machine learning algorithms, F1 is predicting racing outcomes with increasing accuracy. Learn how F1 and AWS work together to develop insights and increase the action on the track for fans. 
  • Video

    AWS re:Invent Machine Learning Keynote

    Freeing builders to innovate on machine learning

    Hear how AWS is freeing builders to innovate on machine learning with the latest developments in AWS machine learning, demos of new technology, and insights from customers.
  • Executive Summary

    IDC: Accelerate Machine Learning Development

    Accelerate intelligent application development

    Learn how organizations are leveraging machine learning solutions to build intelligent applications that unlock new ways to increase sales, reduce costs, and better understand customers.
  • Whitepaper

    IDC: Accelerate Machine Learning Development to Build Intelligent Applications Faster

    Build intelligent applications faster

    Learn why IDC says that any business can now quickly and easily leverage the power of machine learning—creating intelligent apps that boost efficiency and revenue.
  • Analyst Report

    AWS leads in Enterprise MLOps Platforms

    Omdia Report: Selecting an Enterprise MLOps Platform, 2021

    In the 2021 comparative review of enterprise MLOps platforms, Omdia recognized Amazon SageMaker as “the outright leader” with strengths in innovation, cost and performance balance, customer trust, and outcome-based engineering.
  • Video

    Machine Learning Best Practices

    A Conversation on Machine Learning with Amazon

    Hear from Amazon leaders on lessons learned and best practices from Amazon in machine learning based on the company’s own experience applying the technology to everything from personalization to forecasting.
  • Video

    Machine Learning Video Hub

    See machine learning in action

    Watch these videos to see how AWS helps developers, data scientists, and decision-makers succeed with machine learning. Discover best practices, get expert guidance, and learn to address real use cases.
  • Video

    How AWS ML Solves Unique Problems

    Machine Learning Solves Unique Problems

    Organizations are using AWS Machine Learning to improve the quality of healthcare, navigate the world's oceans, analyze the game of football, and optimize transportation logistics. See how AWS customers are applying machine learning today.
  • Guide

    MIT Sloan: Transform Your Workforce With Skills for Machine Learning

    Upskill your workforce for machine learning

    As machine learning continues its march into the enterprise mainstream, leaders seeking to implement it are confronting the realities of a skills gap. Learn how to bridge that gap by upskilling your current workforce.
  • Guidebook

    Nucleus Report: Deep Learning on AWS

    A guide to deep learning projects in the cloud

    Deep learning has reached a commercially viable tipping point. See how it’s now financially and functionally feasible for your business. Read the latest guidebook today.
  • Guidebook

    Nucleus Report: Amazon SageMaker Enables ML Savings

    Empower your developers to build, train, and deploy models quickly 

    Amazon SageMaker automates machine learning model creation, training, and deployment— accelerating dev cycles, reducing costs, and increasing developer productivity and agility. Access this research to learn more about the specific benefits of Amazon SageMaker. 
  • Video

    Create Tomorrow with Data and Machine Learning

    Create tomorrow with data and machine learning

    Leading businesses are collecting real-time and historical data and using machine learning to automate purchases, create recommendations for gamers, accelerate product development, and much more. Watch this on-demand session from AWS Innovate to see how it’s possible.
  • Report

    MIT Sloan Report: Implementing AI

    Go from exploration to execution with machine learning

    In this MIT SMR Connections report, learn how you can take machine learning and AI out of the IT classroom and into the executive boardroom, maximizing the value of your investments.
  • BLOG

    How AWS gets ideas for its new AI products and services

    How AWS gets ideas for its new AI product and services

    At re:Invent 2019, Amazon executive Swami Sivasubramanian spoke about a commitment to democratizing machine learning, and making its benefits available to all.

Take the next step with AWS

For machine learning and AI, AWS provides the world’s broadest and deepest set of services, end-to-end support, and a tireless commitment to innovation. See how AWS can help you achieve your business goals in the quickest, easiest, and most effective ways.