Merlin

An illustration showing recommender systems.
Nov 20, 2024

Boost Large-Scale Recommendation System Training Embedding Using EMBark

Recommendation systems are core to the Internet industry, and efficiently training them is a key issue for various companies. Most recommendation systems are...
6 MIN READ
Aug 10, 2023

Pro Tips for Building Multilingual Recommender Systems

Picture this: You're browsing through an online store, looking for the perfect pair of running shoes. But with thousands of options available, where do you...
12 MIN READ
An illustration of production AI workflow applications such as video conferencing, computer vision, and robotics.
Jun 27, 2023

NVIDIA and Snowflake Collaboration Boosts Data Cloud AI Capabilities

NVIDIA and Snowflake announced a new partnership bringing accelerated computing to the Data Cloud with the new Snowpark Container Services (private preview), a...
4 MIN READ
Diagram of four steps with Redis logo beow
Mar 01, 2023

Offline to Online: Feature Storage for Real-time Recommendation Systems with NVIDIA Merlin

Recommendation models have progressed rapidly in recent years due to advances in deep learning and the use of vector embeddings. The growing complexity of...
14 MIN READ
Sep 21, 2022

New Languages, Enhanced Cybersecurity, and Medical AI Frameworks Unveiled at GTC

At GTC 2022, NVIDIA introduced enhancements to AI frameworks for building real-time speech AI applications, designing high-performing recommenders at scale,...
11 MIN READ
Aug 31, 2022

Scaling Recommendation System Inference with NVIDIA Merlin Hierarchical Parameter Server

Recommendation systems are widely used today to personalize user experiences and improve customer engagement in various settings like e-commerce, social media,...
11 MIN READ
Aug 31, 2022

Fast, Terabyte-Scale Recommender Training Made Easy with NVIDIA Merlin Distributed-Embeddings

Embeddings play a key role in deep learning recommender models. They are used to map encoded categorical inputs in data to numerical values that can be...
8 MIN READ
Jun 28, 2022

Transformers4Rec: Building Session-Based Recommendations with an NVIDIA Merlin Library

Recommender systems help you discover new products and make informed decisions. Yet, in many recommendation-dependent domains such as e-commerce, news, and...
8 MIN READ
Mar 22, 2022

Major Updates to NVIDIA AI Software Advancing Speech, Recommenders, Inference, and More Announced at NVIDIA GTC 2022

At GTC 2022, NVIDIA announced major updates to its suite of NVIDIA AI software, for developers to build real-time speech AI applications, create...
5 MIN READ
Mar 09, 2022

Insider’s Guide to GTC: Computer Vision, NLP, Recommenders, and Robotics

Join us at GTC, March 21-24, to explore the latest technology and research across AI, computer vision, data science, robotics, and more!  With over 900...
6 MIN READ
NVIDIA Merlin recommender workflow.
Nov 22, 2021

NVIDIA Merlin Extends Open Source Interoperability for Recommender Workflows with Latest Update

Data scientists and machine learning engineers use many methods, techniques, and tools to prep, build, train, deploy, and optimize their machine learning...
2 MIN READ
Nov 09, 2021

ICYMI: New AI Tools and Technologies Announced at NVIDIA GTC Keynote

At NVIDIA GTC this November, new software tools were announced that help developers build real-time speech applications, optimize inference for a variety of...
5 MIN READ
Jul 26, 2021

Upcoming DL RecSys Summit: Develop and Optimize Deep Learning Recommender Systems

The NVIDIA, Facebook, and TensorFlow recommender teams will be hosting a summit with live Q&A to dive into best practices and insights on how to develop...
2 MIN READ
Jul 20, 2021

Using Neural Networks for Your Recommender System

Deep learning (DL) is the state-of-the-art solution for many machine learning problems, such as computer vision or natural language problems and it outperforms...
9 MIN READ
Jun 30, 2021

Continuously Improving Recommender Systems for Competitive Advantage Using NVIDIA Merlin and MLOps

Recommender systems are a critical resource for enterprises that are relentlessly striving to improve customer engagement. They work by suggesting potentially...
12 MIN READ
May 06, 2021

How to Build a Winning Deep Learning Powered Recommender System-Part 3

Recommender systems (RecSys) have become a key component in many online services, such as e-commerce, social media, news service, or online video streaming....
21 MIN READ