data model

‘Tis the Season: Fun with (Decision) Trees

Marina Gandlin | 18 Dec 2019 | Data Science

Tags: algorithms, data, data model, data science, machine learning, python

At Taboola, we work daily on improving our Deep-Learning-based content-recommendation model. We use it to suggest personalized news Read More...

Performing Exploration, Robin-Hood Style

Shaked Zychlinski | 11 Nov 2019 | Machine Learning

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

Our core business at Taboola is to provide the surfers-of-the-web with personalized content recommendations wherever they might surf. Read More...

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...

Predicting Probability Distributions Using Neural Networks

Shaked Zychlinski | 13 Nov 2018 | Data Science

Tags: data model, data science, distribution, machine learning, neural networks, probability, tutorial

If you’ve been following our tech blog lately, you might have noticed we’re using a special type of Read More...