All posts categorized in: Machine Learning

Indeed Open Source: All Things Open 2019 Speakers

We’re excited to have three Indeed representatives presenting at All Things Open this year. Join us in Raleigh, NC October 13-15 for engaging discussions. Sustaining FOSS Projects by Democratizing the Sponsorship Process Tuesday, October 15 | 10:45am | Room 201 Speaker: Duane O’Brien, Indeed head of open source Within a given company, there are typically […]

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Recognize Class Imbalance with Baselines and Better Metrics

In my first machine learning course as an undergrad, I built a recommender system. Using a dataset from a social music website, I created a model to predict whether a given user would like a given artist. I was thrilled when initial experiments showed that for 99% of the points in my dataset, I gave […]

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Friendly Machine Learning

At Indeed, machine learning is key to our mission of helping people get jobs. Machine learning lets us collect, sort, and analyze millions of job postings a day. In this post, we’ll describe our open-source Java wrapper for a particularly useful machine learning library, and we’ll explain how you can benefit from our work. Challenges […]

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