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Amelia Matteson's Blog – September 2017 Archive (7)

Deep Learning Cheat Sheet for Beginners

This article was written by  Ian Goodfellow, Yoshua Bengio, and Aaron Courville. It consists of summaries, dozens of formulas, and numerous small sections that will help the beginner quickly grasp the essential of deep learning. The presentation style is very similar to a cheat sheet…

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Added by Amelia Matteson on September 28, 2017 at 1:00pm — No Comments

AI and ML in 2017

This article was written by Carlos Mendoza.

Advancements in machine learning and artificial intelligence (AI) opens new doors for…

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Added by Amelia Matteson on September 21, 2017 at 11:00am — No Comments

Dimensional Modeling in the Age of Big Data and Hadoop

This article was written by Uli Bethke.

The full title is "Dimensional Modeling and Kimball Data Marts in the Age of Big Data and Hadoop". 

Is dimensional modeling dead? Before I give…

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Added by Amelia Matteson on September 11, 2017 at 11:30am — No Comments

10 Companies Using Machine Learning in Cool Ways

This article was written by Dan Shewan.

If science-fiction movies have taught us anything, it’s that the future is a bleak and terrifying dystopia ruled by murderous sentient robots.

Fortunately, only one of these things is true – but that could soon change, as…

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Added by Amelia Matteson on September 8, 2017 at 4:00pm — No Comments

How I Detect Fake News

This article was written by Tim O'Reilly.…

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Added by Amelia Matteson on September 6, 2017 at 2:30pm — 1 Comment

Why do Decision Trees Work?

This article is from Win-Vector LLC

In this article we will discuss the machine learning method called “decision trees”, moving quickly over the usual “how decision trees work” and spending time on “why decision trees work.” We will write from a computational learning theory perspective, and hope this helps make both decision trees and computational learning theory more comprehensible. The goal…

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Added by Amelia Matteson on September 5, 2017 at 10:00am — No Comments

13,500 Nastygrams to Train Algorithms to Detect Undesirable Content

This article was written by Tom Simonite.

The nonprofit behind Wikipedia is teaming up with…

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Added by Amelia Matteson on September 4, 2017 at 1:00pm — No Comments

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