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  • AI, ML & Data Engineering Follow 1005 Followers

    Natural Language Processing with Java - Second Edition: Book Review and Interview

    by Srini Penchikala Follow 38 Followers on  Oct 10, 2018

    Natural Language Processing with Java - Second Edition book covers the Natural Language Processing (NLP) topic and various tools developers can use in their applications. Technologies discussed in the book include Apache OpenNLP and Stanford NLP. InfoQ spoke with co-author Richard Reese about the book and how NLP can be used in enterprise applications.

  • AI, ML & Data Engineering Follow 1005 Followers

    Democratizing Stream Processing with Apache Kafka® and KSQL - Part 2

    by Robin Moffatt Follow 2 Followers on  Sep 07, 2018

    In this article, author Robin Moffatt shows how to use Apache Kafka and KSQL to build data integration and processing applications with the help of an e-commerce sample application. Three use cases discussed: customer operations, operational dashboard, and ad-hoc analytics.

  • AI, ML & Data Engineering Follow 1005 Followers

    How to Choose a Stream Processor for Your App

    by Srinath Perera Follow 2 Followers , Miyuru Dayarathna Follow 0 Followers on  Aug 21, 2018 2

    Stream Processors are software platforms that enable users to respond to incoming data streams faster compared to traditional batch data processing. In this article, the authors discuss the stream processor reference architecture, key features required by most streaming applications and optional features that can be selected based on specific use cases.

AI, ML & Data Engineering Follow 1005 Followers

Analyzing and Preventing Unconscious Bias in Machine Learning

Posted by Srini Penchikala Follow 38 Followers on  Aug 14, 2018

This article is based on Rachel Thomas’s keynote presentation, “Analyzing & Preventing Unconscious Bias in Machine Learning” at QCon.ai 2018. Thomas talks about the risks of machine learning bias.

Culture & Methods Follow 802 Followers

Q&A on the Book Testing in the Digital Age

Posted by Ben Linders Follow 28 Followers , Tom van de Ven Follow 0 Followers on  Jul 19, 2018

The Book Testing in the Digital Age explains the impact that developments like robotics, artificial intelligence, internet of things, and big data are having in testing.

AI, ML & Data Engineering Follow 1005 Followers

Democratizing Stream Processing with Apache Kafka and KSQL - Part 1

Posted by Michael Noll Follow 0 Followers on  Jun 15, 2018

In this article, author discusses the stream processing with KSQL, the streaming SQL engine for Apache Kafka. Topics covered include challenges of stateful stream processing & how KSQL addresses them. 1

Architecture & Design Follow 2429 Followers

FPGAs Supercharge Computational Performance

Posted by Rob Taylor Follow 0 Followers on  Nov 17, 2017

Rob Taylor describes how FPGAs are becoming a viable alternative to traditional CPUs and GPUs, and can provide up to 100x performance improvements for parallel, low-latency, high-throughput problems.

AI, ML & Data Engineering Follow 1005 Followers

Big Data and Big Money: The Role of Data in the Financial Sector

Posted by Jennifer Q. Trelewicz Follow 0 Followers on  Oct 17, 2017

When we consider the 3Vs of big data— volume, velocity, and variety—it is hard to think of many sectors whose requirements fit so nicely into the guidelines at finance.

AI, ML & Data Engineering Follow 1005 Followers

Video Stream Analytics Using OpenCV, Kafka and Spark Technologies

Posted by Amit Baghel Follow 1 Followers on  Sep 02, 2017

In this article, author Amit Baghel discusses the role of video streaming data analytics in data science space using a sample application based on OpenCV, Kafka and Spark Technologies. 18

AI, ML & Data Engineering Follow 1005 Followers

Apache Beam Interview with Frances Perry

Posted by Dylan Raithel Follow 8 Followers on  Jun 20, 2017

InfoQ Interviews Apache Beam's Frances Perry about the impetus for using Beam and the future of the top-level open source project.

Java Follow 1106 Followers

Introducing Reladomo - Enterprise Open Source Java ORM, Batteries Included! (Part 2)

Posted by Mohammad Rezaei Follow 0 Followers on  Jun 13, 2017

Reladomo, the primary Java ORM used at Goldman Sachs, is now open source.In this part 2 GS's Mohammad Rezaei investigates performance, sharding, caching, bitemporal access, and testing.

AI, ML & Data Engineering Follow 1005 Followers

Machine Learning Techniques for Predictive Maintenance

Posted by Roshan Alwis Follow 1 Followers , Srinath Perera Follow 2 Followers on  May 21, 2017

In this article, the authors explore how we can build a machine learning model to do predictive maintenance of systems using NASA engine failure dataset. 20

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