Data Science

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...

Using Word2Vec for Better Embeddings of Categorical Features

Inbar Naor | 25 Apr 2018 | Data Science

Tags: algorithms, deep learning, prediction, word2vec

Back in 2012, when neural networks regained popularity, people were excited about the possibility of training models without Read More...

To Predict Article Performance, Use Machine Learning Models

Matt Meng | 17 Sep 2017 | Data Science

Tags: deep learning, Newsroom

Introduction Newsrooms are under constant pressure to deliver the most up to date, relevant, and engaging information possible. Read More...

Deep Learning – from Prototype to Production

Erez Kashi | 30 Jul 2017 | Big Data

Tags: deep learning, docker, Nvidia, python, tensorflow

About 8 months ago my team and I were facing the challenge of building our first Deep Learning Read More...

More than one Graph – Code Reuse in TensorFlow

Jenia Gorokhovsky | 02 Jul 2017 | Big Data

Tags: deep learning, tensorflow, web development

Large production pipelines in TensorFlow are quite difficult to pull off. Training small models is easy, and we Read More...