Machine Learning Archives | Taboola.com

The Data Advantage Report is here

Download Now

Inside RecSys 2025: How LLMs Are Rewriting the Rules of Recommendations

Explore the top trends from RecSys 2025 in Prague, including LLM-powered recommendations, Relational Foundation Models, ...

By [Domonkos Tikk](/content/author/domonkostikk/ "Domonkos Tikk"/index.html)
5 Minutes read
Nov 18 2025

How Taboola Handles Deep Learning Training-Serving Features Discrepancies

Introduction In machine learning, one critical challenge is ensuring that the features used during model ...

By [Itai Barel](/content/author/itai-barel/ "Itai Barel"/index.html)
7 Minutes read
Jan 14 2025

LLM-Gateway: Streamlining Large Language Model Integration at Taboola – Part 1

Introduction & Overview As the landscape of LLMs rapidly evolves, leading providers such as OpenAI, ...

By [George Chen](/content/author/george-chen/ "George Chen"/index.html)
11 Minutes read
Dec 16 2024

Zooming Past the Competition

Imagine you’re walking down the street and you see a nice car you’re thinking of ...

By [Yoel Zeldes](/content/author/yoelz/ "Yoel Zeldes"/index.html)
4 Minutes read
Dec 02 2024

Utilizing LLMs for Localized Recommendations

Do you ever go to a local boutique brewery and buy a Carlsberg? Drive to ...

By [Gali Katz](/content/author/galikatz/ "Gali Katz"/index.html)
10 Minutes read
Mar 25 2024

Breaking the Scale Barrier – Smarter Test Selection

A build process is a critical procedure triggered by new code changes (Git push). Its ...

By [Shirel Hadad](/content/author/shirel-hadad/ "Shirel Hadad"/index.html)
4 Minutes read
Aug 07 2023

GPU Integration Propels Data Center Efficiency and Cost Savings for Taboola

A year ago, we at Taboola kicked off a POC to migrate our Spark workload ...

By [Eyal Hirsch](/content/author/eyal-hirsch/ "Eyal Hirsch"/index.html)
10 Minutes read
Jun 19 2023

How I Learned To Stop Worrying And Love The Kubernetes Release Cycle

Our Story and Humble Beginnings Taboola, a company that has more than 500 million daily ...

By [Shahaf Benita](/content/author/shahaf-benita/ "Shahaf Benita"/index.html)
7 Minutes read
Apr 10 2023

Insights From My First Year as Integration & Support Team Lead at Taboola

I never saw myself as the managerial type. Probably due to the manager typecast I ...

By [Or Prat](/content/author/or-prat/ "Or Prat"/index.html)
4 Minutes read
Mar 09 2023

Detecting ANRs In Your Application

If there was a way to make any of my applications ANR proof, I would ...

By [Tomer Ben Rachel](/content/author/tomerbenrachel/ "Tomer Ben Rachel"/index.html)
11 Minutes read
Jun 13 2022

5 Product Management Lessons You Can Learn from Ted Lasso

Every once in a while, you stumble across a TV series that reflects aspects of ...

By [Omri Ariav](/content/author/omriariav/ "Omri Ariav"/index.html)
9 Minutes read
Mar 30 2022

How to Kill Underperforming Features and Why You Should Do It Now

Can you create value by not building features? In this blog post, I will share ...

By [Ran Erez](/content/author/ranerez/ "Ran Erez"/index.html)
7 Minutes read
Mar 22 2022