Blog

Seldon 1.3.3 released with Kafka Streams

We’re pleased to release Seldon 1.3.3 with several changes: Analytics provided by Kafka Streams instead of Spark Streaming New Movielens 10 Million Demo Comprehensive benchmarking guide The 1.3.2 release of Seldon contained Spark streaming jobs to feed real-time analytics of running predictive API calls. However, Spark Streaming was quite a heavy requirement to enforce on…

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Seldon 1.3.2 with Grafana Analytics Dashboard

When we provide recommendation and predictive services to our enterprise customers, it’s important that we are able to keep track of and optimise the performance of the infrastructure as well as the impact of the recommendations and predictions on KPIs. We’re excited to include our favourite open-source analytics dashboard as a fully integrated component in Seldon’s machine learning infrastructure. The new 1.3.2 release…

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Seldon brings machine learning to Kubernetes

Seldon makes life easier for data scientists and developers by connecting the best open-source technologies and toolkits to build an enterprise-grade machine learning infrastructure. Until now, there were two options for getting started with Seldon’s open-source platform. Either install the separate infrastructure components or run a virtual machine that encapsulates the entire platform. But manually…

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Seldon @ Techstars Barclays Accelerator Demo Day

It was such an honour to share what Seldon has been building at the Barclays Accelerator London Demo Day on 18th April 2016. Pitching to a 1000-strong audience at the O2 was a fitting finale to an incredible 13-week Techstars programme — we all learned so much, connected with hundreds of great people, and established…

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Our first year open-sourcing machine learning

Bigger Picture On a wet and windy day in October 2014, Team Seldon was sitting on Brighton Beach, discussing the bigger picture of what we could achieve. We had come a long way over the previous three years; every month we were serving content recommendations to over a hundred million people. However, we believed that…

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Introducing Seldon Live

Do time and resource limit your data science projects? Do you want to understand how machine learning can help you to gain actionable insights in 2016? We are excited to announce Seldon Live, a new series webinars and events that will cover a broad range of topics related to machine learning and recommender systems. Our…

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Seldon and UCL team up for open source data science project via Project Placed

Over the last couple of months, Seldon has been collaborating with a talented and enthusiastic team of students from the UCL Department of Computer Science on a research project called ETL for Data Science that focuses on loading, cleaning, analyzing and visualizing data. The placement was facilitated by Project Placed – a platform that enables 100s of…

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Streamline your predictive pipeline

At Seldon, we’re on a mission to deliver the most powerful enterprise machine learning platform, which means you solve real-world problems faster. We’ve hit another milestone release with Seldon 0.97, which includes support for real-time feature transformations in our new predictive pipelines. We also share some secrets for advanced recommendation engine configuration. All of these…

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Open Sourcing a Predictive API

On 6–7th August, Sydney will host the 2nd international conference for Predictive APIs and Apps. PAPIs will bring together machine learning practitioners from industry, government and academia to present new developments, identify new needs and trends, and discuss the challenges of building real-world predictive applications. I look forward to discussing the lessons learned from the…

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