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Infrastructure for Contextual Bandits and Reinforcement Learning — theme of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019. Contextual and Multi-armed Bandits enable faster and adaptive alternatives to traditional A/B Testing. They enable rapid learning and better decision-making for product rollouts. Broadly speaking, these approaches can be seen as a stepping stone to full-o
Data / MLUnder the Hood of Uber’s Experimentation PlatformAugust 28, 2018 / Global Experimentation is at the core of how Uber improves the customer experience. Uber applies several experimental methodologies to use cases as diverse as testing out a new feature to enhancing our app design. Uber’s Experimentation Platform (XP) plays an important role in this process, enabling us to launch, debug, me
You’re seeing information for Japan . To see local features and services for another location, select a different city. Show more During our inaugural Uber Technology Day, data scientist Eva Feng delivered a presentation on Uber’s experimentation platform (XP). In this article, she and colleague Zhenyu Zhao detail how Uber engineered an XP capable of rolling out new features stably and quickly at
Contractor roles While our Careers site currently focuses on direct employment roles with Pinterest, we also offer temporary (contractor) assignments through our trusted third-party staffing firms. Job postings for contractor assignments on some of the most popular professional networking sites and job boards will clearly indicate the assignment duration, the staffing firm that will be the direct
Why DataRobot Why DataRobot Discover the benefits and impact of DataRobot. Discover AI Leaders AI Practitioners Validation Awards and Recognition Customers Product Product Our AI applications and platform integrate into core business processes so teams can develop, deliver, and govern AI at scale. Enterprise AI Suite Agentic AI Apps AI Platform Enterprise AI Suite Agentic AI Generative AI Predicti
Engineering Building the platform where people around the world come to search, save and shop Our Engineering team is at the core of bringing our platform to life for Pinners worldwide. Working collaboratively and cross-functionally with teams across the company, our engineers tackle growth-driving challenges to build an inspired and inclusive platform for all. Natasha Magliui Engineering Manager,
by Xavier Amatriain and Justin Basilico (Personalization Science and Engineering) In part one of this blog post, we detailed the different components of Netflix personalization. We also explained how Netflix personalization, and the service as a whole, have changed from the time we announced the Netflix Prize. The $1M Prize delivered a great return on investment for us, not only in algorithmic inn
by Xavier Amatriain and Justin Basilico (Personalization Science and Engineering) In this two-part blog post, we will open the doors of one of the most valued Netflix assets: our recommendation system. In Part 1, we will relate the Netflix Prize to the broader recommendation challenge, outline the external components of our personalized service, and highlight how our task has evolved with the busi
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