data

Exploiting Multi-Categorical Features Using Deep Interest

Marina Gandlin | 04 Sep 2019 | Data Science

Tags: algorithms, big data, data, data model, data science, deep learning, machine learning, neural networks

At Taboola, our goal is to predict whether users will click on the ads we present to them. Read More...

Video campaigns budget pacer

Ziv Singer | 04 Aug 2019 | Java

Tags: backstage, data, java, Video

As a content discovery product, we need to be able to pace the campaign through its life on Read More...

Bucket the shuffle out of here!

Igor Berman and Radik Komarnitsky | 28 Mar 2019 | Big Data

Tags: big data, data, performance, shuffles, Spark, Spark-on-demand, tips

Intro At Taboola we use Spark extensively throughout the pipeline. Regularly faced with Spark-related scalability challenges, we look Read More...

Where did my cookies go??

Yoni Epstein | 25 Jan 2019 | Web Development

Tags: cookies, cross_device, data, identity, identity_graph, tracking, user_data

If you are using web cookies to operate your online business you probably know already that just like Read More...

The Hitchhiker’s Guide to Hyperparameter Tuning

Yoel Zeldes | 14 Jun 2018 | Data Science

Tags: algorithms, data, data science, hyperparameter tuning

Now that more than a year has passed since our first deep learning project emerged, we have had Read More...