InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Operational Data Stream and Batch Processing at Netflix with Mantis
Operational Data Stream and Batch Processing at Netflix with Mantis
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Open Sourcing Artificial Intelligence Research
Today OpenAI, a non-profit artificial intelligence research company founded by InfoSys and Amazon Web Services, announced a beta for OpenAI Gym. Gym is a Python based toolkit for developing and comparing reinforcement learning (RL) algorithms offered under the MIT license.
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Collision: Online Harassment and Machine Learning
Online harassment is a serious issue, one that the engineers and designers behind the keyboard don't always think about when building software. Machine learning is become more prevalent but as more technology companies take advantage of it, they risk alienating their users even more by presenting content that isn't actually relevant.
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Google Cloud Machine Learning and Tensor Flow Alpha Release
Late last month Google released an alpha version of their TensorFlow (TF) integrated cloud machine learning service as a response to a growing need to make their Tensor Flow library to run at scale on the Google Cloud Platform (GCP). Google describes several new feature sets around making TF usage scale by integrating several pieces of the GCP like Dataproc, a managed Hadoop and Spark service.
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Facebook Wants to Replace Apps with Bots
Facebook has opened up the Messenger Platform to be integrated with chatbots performing various tasks.
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Rethink DB 2.3 Brings Network Encryption and ReQL Updates
RethinkDB has released version 2.3 of its open source database, bringing updates to JavaScript drivers and network encryption. Developer evangelist Ryan Paul says by including TLS support, the update -- named Fantasia -- enables "encryption on the wire for both the client driver protocol and communication between database servers in a cluster."
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QCon NY: 4 Confirmed Keynotes, Google/NASA/Uber/And More Abstracts Posted, Final Workshops Confirmed
An annual software conference designed for software architects/tech leads/leaders who influence innovation in their teams, QCon NY strives to achieve a mission helping software development teams adopt new technologies and practices. We're expecting 800 attendees and that doesn’t include the over 100 speakers, trackhosts, and committee members who guide and direct the conference.
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UK's Ofcom Allocates VHF Radio Spectrum for Internet of Things Communication
The United Kingdom's Office of Communications has confirmed that spectrum within three VHF (Very High Frequency) radio bands "can be used for Internet of Things (IoT) services and Machine-to-Machine (M2M) applications." The statement is the result of months of study, during which commentary from stakeholders and interested parties was sought and considered, resulting in a detailed OfCom statement.
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Apache Flink 1.0.0 is Released
InfoQ's Rags Srinivas caught up with Stephan Ewen, a project committer for Apache Flink about the 1.0.0 Release and the roadmap
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IBM Expands Watson Cognitive APIs
IBM has recently expanded their collection of Watson Cognitive APIs to include beta updates to the Emotion and Tone Analysis APIs.
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Databricks Integrates Spark and TensorFlow for Deep Learning
Since announcements late last year about Google open-sourcing TensorFlow, the company’s open-source library for machine learning, and previous coverage at InfoQ, the data-science community has had an opportunity to try out TensorFlow for their own projects.
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MyShake Mobile App Builds an Internet-of-Things Seismic Measurement Community
MyShake is a mobile app developed by the Seismological Laboratory at the University of California Berkeley, which enables smart phone users to contribute seismic data measurements recorded by their smartphones to an Internet-of-Things back-end platform. There, the data is analyzed to evaluate current seismological conditions and predict the likelihood that an earthquake will occur...
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Netflix Details Evolution of Keystone Data Pipeline
Netflix has shed light on how the company uses the latest version of their Keystone Data Pipeline, a petabyte-scale real-time event stream processing system for business and product analytics. This news summarizes the three major versions of the pipeline, now used by almost every application at Netflix.
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Gartner Identifies Key Internet of Things Technologies through 2018
In a recent report, Gartner identifies the top 10 Internet of Things (IoT) technologies through 2018. Subtitled "Ten Technologies That Will Enable Organizations to Unlock the Full Potential of the IoT," the report highlights specific IoT technologies that are expected to highly impact organizations working on IoT systems.
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Netflix, Coinbase, Fastly leaders track hosting @ QCon NY June 13-17
QCon New York planning is in full swing. QCon New York, the international software developer conference that attracts senior technical team members looking for innovator topics like immutable infrastructure, Lamba architectures, and innovations in DevOps, returns to the New York Marriott at the Brooklyn Bridge June 13-15th.