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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.

  • Development Follow 689 Followers

    Codefirst: The Future of UI Design

    by Graham Church Follow 0 Followers on  Oct 03, 2018

    User interface design has played a critical role in computing for decades. Flat and tactile design are current trends in application design. Voice user interfaces are emerging with Alexa, Siri, and Google. Augmented and virtual reality, and IoT lead to significant changes in designs. AI is poised to create significant changes by perfecting user interface designs.

  • AI, ML & Data Engineering Follow 1005 Followers

    Analyzing and Preventing Unconscious Bias in Machine Learning

    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 pitfalls and risk the bias in machine learning brings to the decision-making process. She discusses three use cases of machine learning bias.

AI, ML & Data Engineering Follow 1005 Followers

Understanding Software System Behaviour with ML and Time Series Data

Posted by Roland Meertens Follow 8 Followers on  Jul 26, 2018

David Andrzejewski presented "Understanding Software System Behavior with ML and Time Series Data". This article is a summary of his presentation and an overview on what to look out for.

AI, ML & Data Engineering Follow 1005 Followers

Can People Trust the Automated Decisions Made by Algorithms?

Posted by Rebecca Wiliams Follow 0 Followers , Michael Stiefel Follow 6 Followers , Andrew Burt Follow 0 Followers , Michael Veale Follow 0 Followers on  Jun 21, 2018

The use of automated decision making is increasing. Algorithms can produce incomprehensible or socially undesirable results. Can we determine the safety of devices if we cannot understand them?

AI, ML & Data Engineering Follow 1005 Followers

Get More Bytes for Your Buck

Posted by David Bishop Follow 0 Followers on  Dec 30, 2017

Lovethesales.com had to classify one million product data from 700 different disparate sources. We decided to create a hierarchy of classifiers through utilising machine learning, specifically SVM’s

AI, ML & Data Engineering Follow 1005 Followers

The Problem with AI

Posted by Seth Earley Follow 0 Followers on  Sep 13, 2017

AI depends on "data janitorial" work, as opposed to science work, and there is a gulf between prototype and sandbox, and innovation and production.

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

AI, ML & Data Engineering Follow 1005 Followers

Virtual Panel: Data Science, ML, DL, AI and the Enterprise Developer

Posted by Rags Srinivas Follow 11 Followers on  Apr 27, 2017

InfoQ caught up with experts in the field to demystify the different topics surrounding AI, and how enterprise developers can leverage them today and thereby render their solutions more intelligently. 1

AI, ML & Data Engineering Follow 1005 Followers

Big Data Processing Using Apache Spark - Part 6: Graph Data Analytics with Spark GraphX

Posted by Srini Penchikala Follow 38 Followers on  Mar 14, 2017

In this article, author discusses Apache Spark GraphX used for graph data processing and analytics, with sample code for graph algorithms like PageRank, Connected Components and Triangle Counting. 2

AI, ML & Data Engineering Follow 1005 Followers

Article Series: An Introduction to Machine Learning

Posted by Michael Manapat Follow 2 Followers on  Feb 27, 2017

In this series, we give an introduction to some powerful but generally applicable techniques in machine learning.

AI, ML & Data Engineering Follow 1005 Followers

Book Review: Andrew McAfee and Erik Brynjolfsson's "The Second Machine Age"

Posted by Michael Manapat Follow 2 Followers on  Feb 24, 2017

Andrew McAffee and Erik Brynjolfsson begin their book The Second Machine Age with a simple question: what innovation has had the greatest impact on human history?

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