Graph-Powered Machine Learning

Modern machine learning demands new approaches. A powerful ML workflow is more than picking the right algorithms. You also need the right tools, technology, datasets and model to brew your secret ingredient: context.

This book explores the new way of looking at machine learning – through the lens of graph technology. In particular, this excerpt takes a closer look at how graph-powered ML can be used to build hybrid, real-time recommendation engines.

Read this book excerpt to discover and learn:

  • The role of graph technology in machine learning applications
  • How graph data science enhances content-based recommendation engines
  • How to design a context-aware and hybrid recommendation engine, with concrete examples
  • How graphs provide better context to improve your ML understanding and workflow

    Please complete the form below to access this research:

    Business Email Address

    First Name

    Last Name

    Company

    Job Title

    Company Size

    Industry

    Business Postal Address

    City

    State / Province / Territory

    Zip Code / Postal Code

    Country

    Business Phone Number

    What is your company's annual revnue?

    Your privacy is a top concern for us at Vertical Insider. We’ll only use your personal information to provide you with the content, products and/or services you’ve requested from us. By entering your contact information and clicking on the “submit” button below, you are confirming that you have carefully read Vertical Insider’s Terms of Use agreement, and Privacy Policy, and agree to be legally bound by all such terms.

    Yes, I agree to the Terms of Use Agreement.

    Yes, I agree to the Privacy Policy.

    [group group-712]

    Please keep me informed of products, services and offerings from the third-party vendor whom has sponsored this content, as clearly listed on the registration form above. By ticking the appropriate box(es) below, I consent to sharing my professional data with this third-party vendor/affiliate for follow-up marketing purposes:

    Yes, I would like to receive email communication from the third-party vendor/affiliate sponsoring this content.Yes, I would like to receive telephone communication from the third-party vendor/affiliate sponsoring this content.Yes, I would like to receive postal mail communication from the third-party vendor/affiliate sponsoring this content.

    Additionally, Vertical Insider would like to keep you informed about related content, white papers, business research, and upcoming events in your area of expertise via outbound marketing. By ticking the appropriate box(es) below, you consent to sharing your professional data with Vertical Insider for follow-up marketing purposes:

    Yes, I consent to receiving relevant email communication, directly from Vertical Insider.Yes, I consent to receiving relevant telephone communication, directly from Vertical Insider.

    You can easily change your communication and consent preferences at any time. Opt-out of receiving communication from Vertical Insider and/or its third party affiliates by easily updating your professional or personally identifiable data and contact method preferences here: Update Communication Preferences. If you have any other questions or concerns, your cam also contacts us directly for additional support, guidance and general information.

    .
    [/group]