Personalizer
An award-winning AI service that delivers a personalized, relevant experience for every user
Create rich, tailored interactions
Boost usability and user satisfaction with reinforcement learning–based capabilities only available through Azure. Prioritize relevant content, layouts, and conversations through an easy-to-use API. Use Personalizer as a standalone personalization solution or to complement an existing solution—with no machine learning expertise required.
Automatic model optimization based on reinforcement learning, allowing AI to achieve the goals you set
Det er ikke nødvendig med ekspertise i maskinlæring
User-friendly interface to monitor and adjust the learning loop according to your parameters and KPIs
Improve user experiences with real-time learning
Give users relevant experiences that improve over time, based on their behavior. Unlike recommendation engines that offer a few options from a large catalog, Personalizer presents the single best outcome for a user, every time they interact with your app.
Se i praksis
Get up and running quickly
Embed Personalizer by simply adding two lines of code. Easily inspect the accuracy of predictions and optimize as needed. Personalizer works with your data in any form. Start with no data at all or tap into your existing dataset to jump-start reinforcement learning.
Easily gauge how it’s working
Interpret and evaluate Personalizer through the interface. Validate results by reproducing them, and gauge effectiveness of parameters with a stack-ranked view. For example, evaluate the impact of age, gender, and time of day on content engagement.
Evaluate your modelsSikkerhet for virksomheten
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Microsoft invests over USD 1 billion annually on cybersecurity research and development.
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Vi har ansatt mer enn 3500 sikkerhetseksperter som er fullstendig fokusert på å sikre dine data og dine personopplysninger.
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Azure has more certifications than any other cloud provider. View the comprehensive list.
Take charge with flexible pricing
Pay only for what you use, with no upfront costs. With Personalizer, you pay as you go based on number of transactions.
Utviklingsressurser
Konsepter og anbefalt fremgangsmåte
Explore how to use Personalizer responsibly to deliver a positive experience for your users.
Mer informasjonVanlige spørsmål om Personalizer
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Personalizer lærer fra den samlede adferden til brukerne, gjennom funksjoner eller attributter om dem som du sender til tjenesten. Den bruker denne informasjonen til å lære opp en felles modell som er oppdatert med informasjon fra hver samhandling, og dermed forbedrer den den personlige tilpassingen for alle brukerne.
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Personalizer works best when a rank call has 50 or fewer items. To personalize a choice from a larger list or catalog, reduce the number of items by using a recommendation engine or sorting technique.
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Our algorithms and innovation are based on continuous work by Microsoft Research and on applied use of Personalizer in Microsoft businesses such as Xbox and Windows. Learn more about our approaches and reinforcement learning.
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Personalizer works with or without user sign-in but delivers richer, more relevant interactions for signed-in users.