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  • AI, ML & Data Engineering Follow 876 Followers

    Analyzing and Preventing Unconscious Bias in Machine Learning

    by Srini Penchikala Follow 36 Followers on  Aug 14, 2018

    This article is based on Rachel Thomas’s keynote presentation, “Analyzing & Preventing Unconscious Bias in Machine Learning” at 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.

  • Culture & Methods Follow 674 Followers

    Q&A on the Book Testing in the Digital Age

    by Tom van de Ven Follow 0 Followers , Ben Linders Follow 26 Followers on  Jul 19, 2018

    The Book Testing in the Digital Age by Tom van de Ven, Rik Marselis, and Humayun Shaukat, explains the impact that developments like robotics, artificial intelligence, internet of things, and big data are having in testing. It explores the challenges and possibilities that the digital age brings us when it comes to testing software systems.

  • AI, ML & Data Engineering Follow 876 Followers

    Democratizing Stream Processing with Apache Kafka and KSQL

    by Michael Noll Follow 0 Followers on  Jun 15, 2018

    In this article, author Michael Noll discusses the stream processing with KSQL, the streaming SQL engine for Apache Kafka. Topics covered include challenges of stateful stream processing and how KSQL addresses them, and how KSQL helps to bridge the world of streams and databases through streams and tables.

Architecture & Design Follow 2132 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 876 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 876 Followers

Video Stream Analytics Using OpenCV, Kafka and Spark Technologies

Posted by Amit Baghel Follow 0 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. 16

AI, ML & Data Engineering Follow 876 Followers

Apache Beam Interview with Frances Perry

Posted by Dylan Raithel Follow 9 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 945 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 876 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 876 Followers

Predicting Movie Ratings: NLP Tools is What Film Studios Need

Posted by Tatsiana Levdikova Follow 0 Followers on  May 13, 2017

In this article, the author discusses how to use Natural Language Processing (NLP) techniques to predict the movie ratings using the data shared on social media platforms.

AI, ML & Data Engineering Follow 876 Followers

From Alibaba to Apache: RocketMQ’s Past, Present, and Future

Posted by Feng Jia Follow 0 Followers , Wang Xiaorui Follow 0 Followers on  Apr 21, 2017

Feng Jia and Wang Xiaorui share the core distributed systems principals behind RocketMQ, Alibaba's distributed messaging and data streaming platform now open sourced through the Apache Foundation.

AI, ML & Data Engineering Follow 876 Followers

Building Pipelines for Heterogeneous Execution Environments for Big Data Processing

Posted by Daniel Sun Follow 0 Followers , Liming Zhu Follow 0 Followers , Sherif Sakr Follow 0 Followers , Xiwei Xu Follow 0 Followers , Qinghua Lu Follow 0 Followers , Dongyao Wu Follow 0 Followers on  Mar 31, 2017

The Pipeline61 framework supports the building of data pipelines involving heterogeneous execution environments. It reuses the existing code of the deployed jobs in different environments.

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