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2013

Netflix Technology Blog in Netflix TechBlog

Mar 26, 2013

System Architectures for Personalization and Recommendation

New to Machine Learning? Avoid these three mistakes

Common pitfalls when learning from data

3 responses

Datafiniti in Knowledge from Data: The Datafiniti Blog

May 28, 2013

Classifying Websites with Neural Networks

Classifying Web Pages is Tricky

At Datafiniti, we have a strong need for converting unstructured web content into structured data. For example, we’d like to find a page like:

Akash Shende

Apr 28, 2013

Color Based Object Segmentation

In this picture, Pranav Mistry is using color marker on his fingers to track the gesture and his…

1 response

Arjan Haring in I love experiments

Nov 2, 2013

Reinventing Social Sciences in the Era of Big Data

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Opex Analytics in The Opex Analytics Blog

Dec 30, 2013

Saving Money by Applying Data Science to Equipment Leasing

by Michael Watson

Many businesses lease equipment rather than purchase it. This has tax and finance advantages since the assets are not listed on the books of the lease. Also, for equipment…

Eventbrite

Apr 27, 2013

Multi-Index Locality Sensitive Hashing for Fun and Profit

Keeping our organizers and attendees safe from malicious and unwanted spam from is a challenge, especially given the high volume of messages that…

Yasuhiro Matsuda in Keep It Up

Feb 25, 2013

Flower Filter — A simple time-decaying approximate membership filter

In this post, we would like to talk about a simple data structure we designed for an approximate membership filter with probabilistic time decay. It doesn’t sound simple, but the filter is easy to implement and…

Jim Adler in Jim Adler

Jul 25, 2013

The “Not Ready For Prime Time” Classifier

At the Strata 2013 conference last February, I presented a felon classifier (here’s the video, slides, and conference interview) that estimated whether a person has felonies based on other data in their criminal record, like misdemeanors and publicly…

Hrishikesh Huilgolkar

Jan 18, 2013

Traveling santa Problem — An incompetent algorist’s attempt

Kaggle announced the Traveling santa problem in the christmas season. I joined in excitedly.. but soon realized this is not an easy problem. Solving this problem would require expertise on data structures and some good…

2012

2014

These were the top 10 stories tagged with Machine Learning in 2013. You can also dive into monthly archives for 2013 by using the calendar at the top of this page.