Technical Blog

Deep learning models require vast amounts of data to produce accurate predictions, and this need becomes more acute every day as models grow in size and... 8 MIN READ

This post is an update to an older post. Deep learning models require training with vast amounts of data to achieve accurate results. Raw data usually cannot be... 13 MIN READ

Relying on the capabilities of GPUs, a team from Facebook AI Research has developed a faster, more efficient way for AI to run similarity searches. The study,... 3 MIN READ

As explained in the Batch Normalization paper, training neural networks becomes way easier if its input is Gaussian. This is clear. And if your model inputs are... 5 MIN READ

Recommender systems drive engagement on many of the most popular online platforms. As data volume grows exponentially, data scientists increasingly turn from... 14 MIN READ

When you are working on optimizing inference scenarios for the best performance, you may underestimate the effect of data preprocessing. These are the... 10 MIN READ