InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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SpringOne 2017 Platform Conference - Day 1
The second annual SpringOne Platform Conference has kicked off in San Francisco. This is a no-nonsense event with roughly 10 parallel tracks, celebrity speakers, food, drink, and lots of technology.
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Google and Intel Release Do-It-Yourself Artificial Intelligence Vision Kit
Google created a do-it-yourself artificial intelligence kit that allows you to build an intelligent camera that can recognize objects. The main component of their kit is the VisionBonnet board for the raspberry pi. This board contains a Movidius chip created by Intel. This company specializes in adding computational power to existing hardware, and created the neural compute stick.
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TensorFlow Lite Supports On-Device Conversational Modeling
TensorFlow Lite, the light-weight solution of open source deep learning framework TensorFlow, supports on-device conversation modeling to plugin the conversational intelligence features into chat applications. The TensorFlow team recently announced the release of TensorFlow Lite, which can be used in mobile and embedded devices.
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XebiaLabs Announce DevOps Intelligence Engine
XebiaLabs, the developers of Continuous Delivery and DevOps tooling XL Release and XL Deploy, has announced availability of the first release of XL Impact, a goal-based, data-driven recommendation and decision making tool for DevOps organisations. XebiaLabs claims this is the first tool of its kind and the capability is essential for organisations to prove DevOps performance improvements.
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How Apple Uses Neural Networks for Object Detection in Point Clouds
Apple invented a neural network configuration that can segmentate objects in point clouds obtained with a LIDAR sensor. Recently Apple joined the field of autonomous vehicles. Apple has now created an end-to-end neural network to segmentate objects in point clouds. This approach does not rely on any hand-crafted features or other machine learning algorithms other than neural networks.
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Leslie Miley on Bias in Big Data/ML and AI - QCon San Francisco
At QCon San Francisco Leslie Miley gave a keynote talk in which he explained how inherent bias in data sets have affected things from the 2016 Presidential race to criminal sentencing in the United States.
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Jonas Bonér on How Events Are Reshaping Modern Systems
Jonas Bonér talked about event driven services and how event driven architectures (EDA) and event stream processing (ESP) technologies are helping with designing the modern applications based on distributed systems. He spoke at the recent Reactive Summit 2017 Conference.
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Tracks Announced for the Inaugural QCon.ai in 2018
Recently, the people behind QCon (InfoQ’s conference for senior developers, architects, and leaders in software) announced a new conference called QCon.ai.
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Apache Kafka Reaches 1.0
The Apache Software Foundation has announced Apache Kafka 1.0, adding an improved Streams API, enhanced metrics, improved tolerance for disk failures, general bug fixes, and more.
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Microsoft and AWS Collaborate on Machine Learning
Microsoft and AWS have recently announced a new collaboration aimed at democratizing deep learning and artificial intelligence. Gluon is a joint effort between Microsoft Research and Amazon AI and is intended to make developing solutions using machine learning easier and quicker.
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Cosmos DB - A Globally Distributed Database
Today at Day 2 of the PASS Summit, Microsoft group product manager for Cosmos DB Rimma Nehme was on hand to give the morning keynote about Azure Cosmos DB. Leading an informative, fast pace talk, Nehme covered Microsoft’s approach to designing and building Cosmos DB.
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Start-up Vicarious Defeats CAPTCHA Security with AI Inspired by Brain’s Visual Cortex
Vicarious improved on neural network capable of solving CAPTCHA challenges using a novel network layout called Recursive Cortical Network. In contrast to a normal neural network, which starts without any knowledge before training, a RCN starts with knowledge of contours and surfaces. This prior knowledge facilitates model building and generalisability.
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Smart Replies for Member Messages at LinkedIn
LinkedIn has launched a new natural language processing (NLP) recommendation engine which is used to provide members with smart-reply recommendations to messages. The models and infrastructure development process has been documented in detail in a recent blog post by the engineering team.
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Confluent Releases KSQL, a Distributed Streaming SQL Engine for Apache Kafka
Confluent released KSQL: interactive, distributed streaming SQL engine for Apache Kafka. KSQL supports stream processing operations like aggregations, joins, windowing, and sessionization on topics in Apache Kafka. Confluent announced the open source streaming SQL engine at the recent Kafka Summit conference.
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Book Review Python Machine Learning - Second Edition
The book Python Machine Learning, second edition by Sebastian Raschka and Vahid Mirjalili, is a tutorial to a broad range of machine learning applications with Python. It provides a practical introduction to machine learning. The main revision to the first edition is neural network practices. There are now five chapters that discuss neural networks, and their implementation in TensorFlow.