InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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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.
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Jensen Huang Announces NVIDIA's New Projects at the GPU Technology Conference
Today the GPU Technology conference in Munich kicked off with a keynote by NVIDIA CEO Jensen Huang. NVIDIA announced the NVIDIA Holodeck, the Tensor RT 3 library, NVIDIA's Drive platform, and the Pegasus computer for autonomous taxis.
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QConSF Content Update: Less Than 40 Days to Go!
Marking its 11th year, QConSF will be located at the Hyatt Regency San Francisco (just off the Embarcadero). The conference has over 1,200 confirmed attendees at this point and expects to sell out around 1,600.
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Teachable Machine: Teach a Machine Using Your Camera in Your Browser
Teachable Machine is a browser application that you can train with your webcam to recognize objects or expressions. In the demo you use your webcam as input to recognize three different classes of objects or expressions. Based on your camera input, the site shows different gifs, plays prerecorded sounds, or plays speech. The demo can be found here: teachablemachine.withgoogle.com
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Google Announces Firestore, a Document Database
Google has announced Cloud Firestore, a document database for mobile, web and server applications.
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New Relic Releases El Dorado UI, a Web App for Visualizing a Neo4j Graph Database
New Relic open sourced the El Dorado UI project, a Sinatra app to query and visualize relationships between development teams, projects, and microservices, all stored in a Neo4J graph database. Ward Cunningham, the inventor of Wiki, described the origin of the project and demonstrated its capabilities at the Explore DDD conference in Denver, Colorado.