Kumo.AI reposted this
Want to accelerate application delivery using generative AI? Join us July 30 for Snowpark Day to discover how to build & deploy end-to-end AI apps faster with Snowflake, Kumo.AI, and CARTO
We are among the TOP 50 AI companies globally according to Forbes, dedicated to Democratizing AI on the Modern Data Stack. The team behind PyG (PyG.org) is working on a turn-key solution for AI over large scale data warehouses. We believe the future of ML is a seamless integration between modern cloud data warehouses and AI algorithms. Our ML infrastructure massively simplifies the training and deployment of ML models on complex data. With over 40,000 monthly downloads and nearly 13,000 Github stars, PyG is the ultimate platform for training and development of Graph Neural Network (GNN) architectures. GNNs -- one of the hottest areas of machine learning now -- are a class of deep learning models that generalize Transformer and CNN architectures and enable us to apply the power of deep learning to complex data. GNNs are unique in a sense that they can be applied to data of different shapes and modalities.
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Kumo.AI reposted this
Want to accelerate application delivery using generative AI? Join us July 30 for Snowpark Day to discover how to build & deploy end-to-end AI apps faster with Snowflake, Kumo.AI, and CARTO
Kumo helps data scientists build highly accurate predictive AI models that predict user and customer behavior by combining graph learning over enterprise data and generative AI models trained on public data—all entirely within Snowflake. If you want to create better machine learning models faster with Kumo, try our Snowflake Native App now. 🔗 You can request a free trial at the following link: https://hubs.ly/Q02HgQ1P0. If you need additional support and more details, contact us. We'd love to get in touch with you and help you query the future: https://hubs.ly/Q02HgGvG0. #AI #MachineLearning #PredictiveModels #DataScience #GraphLearning #GenerativeAI #Snowflake #TechInnovation #KumoAI #FutureOfData
Kumo.AI reposted this
Our Kumo.AI blog post on Hybrid GNNs is out. https://lnkd.in/gpzr8TiF We have seen success with our Hybrid GNNs across several marketplace problems. Hybrid GNNs are a novel innovation at Kumo.AI because they model both repeated and explorative user interactions within a single GNN framework. The GNN automatically infers whether a user tends to do repeat purchases or tends to be more exploratory (ie buying new unseen items) and learns a repetition scalar per user. What we love about this approach is that it takes away from the standard recommendation systems architecture where you have multiple candidate generators - some for new unseen items, some for repeat behavior and then have to combine them in a final multi-objective optimization framework. Such systems which are a combination of multiple systems are hard to maintain, re-train and operationalize. On the Kaggle H&M challenge where most winning teams usually have approaches that require large amounts of feature engineering and the final system is a complex ensemble of approaches needing months to build, the Kumo.AI approach which is a 3 line predictive query that runs a Hybrid GNN under the hood is top 1%. Thanks Matthias Fey and Weihua Hu for the algorithms and innovation.
It is heartwarming to see this level of excitement from our customers with the kind of results Kumo.AI delivers out of the box. Can't wait to add this to the arsenal of data science teams across the globe. We're just getting started! 🚀
Join us for #SnowParkDay event on the topic 'Effortlessly Customize Your AI Applications.' We are thrilled to announce that our Senior Engineers for ML/AI, Disha Dubey and Alan Krumholz, will be hosting! Don't miss this online event where you'll discover how to leverage predictive AI to build highly accurate ML models at scale using Kumo’s Snowflake Native App. Learn to effortlessly customize your AI applications. 📅 July 30, 2024 | ⏰ 10:00 AM PT Save your spot now! Thank you Snowflake #SnowParkDay
Want to accelerate application delivery using generative AI? Join us July 30 for Snowpark Day to discover how to build & deploy end-to-end AI apps faster with Snowflake, Kumo.AI, and CARTO
Kumo.AI reposted this
Analytics are meant to be consumed by humans, and they are the part that is not scalable. Read more: https://lnkd.in/gJvBX4Vh
Explore the latest insights on overcoming common challenges in data analytics and AI projects with InfoWorld's feature article. Kumo AI's Co-founder and CEO, Vanja Josifovski, offers expert advice on ensuring success in your AI endeavors. Discover key strategies and practical tips today! 🚀 https://lnkd.in/gU4UPvGv #DataAnalytics #MachineLearning #AIInsights
Explore the latest insights on overcoming common challenges in data analytics and AI projects with InfoWorld's feature article. Kumo AI's Co-founder and CEO, Vanja Josifovski, offers expert advice on ensuring success in your AI endeavors. Discover key strategies and practical tips today! 🚀 https://lnkd.in/gU4UPvGv #DataAnalytics #MachineLearning #AIInsights
Create better machine learning models faster with Kumo. 🚀 🔗 Try our Snowflake Native App available at the following link: https://lnkd.in/dxbSeHQ3
We're thrilled to announce that we are proud partner of the #RetailITConnect event! Join us from July 29-31, 2024, at the Westin Ft Lauderdale, FL. This year's theme is: Navigating Tomorrow’s IT Landscape Through Collaborative Innovation. 🔗 For more details, visit: https://lnkd.in/dyrVxktD #Retail #AI #Kumo #KumoAI