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  • AI, ML & Data Engineering Follow 757 Followers

    Article Series: An Introduction to Machine Learning

    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. These include deep learning but also more traditional methods that are often all the modern business needs. After reading the articles in the series, you should have the knowledge necessary to embark on concrete machine learning experiments in a variety of areas on your own.

  • AI, ML & Data Engineering Follow 757 Followers

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

    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 & Data Engineering Follow 757 Followers

    Real-World, Man-Machine Algorithms

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

    In this article, we'll talk 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 & Data Engineering Follow 757 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 & Data Engineering Follow 757 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 & Data Engineering Follow 757 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?

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