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  • AI, ML and Data Engineering Follow 648 Followers

    The Problem with AI

    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 and Data Engineering Follow 648 Followers

    Video Stream Analytics Using OpenCV, Kafka and Spark Technologies

    by Amit Baghel Follow 0 Followers on  Sep 02, 2017 13

    In this article, author Amit Baghel discusses the role of video streaming data analytics in data science space. He also shows how to implement a motion detection use case using a sample application based on OpenCV, Kafka and Spark Technologies.

  • AI, ML and Data Engineering Follow 648 Followers

    Machine Learning Techniques for Predictive Maintenance

    by Srinath Perera Follow 2 Followers , Roshan Alwis Follow 1 Followers on  May 21, 2017 15

    In this article, the authors explore how we can build a machine learning model to do predictive maintenance of systems. They discuss a sample application using NASA engine failure dataset to predict the Remaining Useful Time (RUL) with regression models.

AI, ML and Data Engineering Follow 648 Followers

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

Posted by Rags Srinivas Follow 9 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 and Data Engineering Follow 648 Followers

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

Posted by Srini Penchikala Follow 31 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 and Data Engineering Follow 648 Followers

Article Series: An Introduction to Machine Learning

Posted by Michael Manapat Follow 0 Followers on  Feb 27, 2017

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

AI, ML and Data Engineering Follow 648 Followers

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

Posted by Michael Manapat Follow 0 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?

AI, ML and Data Engineering Follow 648 Followers

Real-World, Man-Machine Algorithms

Posted by Edwin Chen Follow 1 Followers , Justin Palmer Follow 0 Followers on  Feb 16, 2017

Learn about the end-to-end flow of developing machine learning models: where you get training data, how you pick the ML algorithm, what you must address after your model is deployed, and so forth.

AI, ML and Data Engineering Follow 648 Followers

Anomaly Detection for Time Series Data with Deep Learning

Posted by Tom Hanlon Follow 0 Followers on  Feb 11, 2017

This article introduces neural networks, including descriptions of feed-forward and recurrent neural networks, describing how to build a recurrent neural network that detects anomalies. 1

AI, ML and Data Engineering Follow 648 Followers

Practicing Machine Learning with Optimism

Posted by Alyssa Frazee Follow 1 Followers on  Feb 02, 2017

This article addresses a few examples of issues when using machine learning to solve real-world problems and hopefully provides some suggestions (and inspiration) for how to overcome the challenges.

AI, ML and Data Engineering Follow 648 Followers

Introduction to Machine Learning with Python

Posted by Michael Manapat Follow 0 Followers on  Jan 28, 2017

In this article, we present an extended “case study” in Python: how can we build a machine learning model to detect credit card fraud?

AI, ML and Data Engineering Follow 648 Followers

Peter Cnudde on How Yahoo Uses Hadoop, Deep Learning and Big Data Platform

Posted by Srini Penchikala Follow 31 Followers on  Oct 13, 2016

Yahoo uses Hadoop for different use cases in big data & machine learning areas. InfoQ spoke with Peter Cnudde on how Yahoo leverages big data technologies.

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