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Development Technology

Intro to Computer Vision: Building Object Detection Models and Datasets, Sage Elliott

For more details: https://www.meetup.com/SV-SIGGRAPH/events/277228638/: Join this hands-on workshop to get started with computer vision and object detection. Sage Elliott, Machine Learning Engineer & Advocate, Sixgill Build your own object detection model from start to finish. Includes step-by-step instructions on data annotation and model training with your own dataset. Object classification and localization within an image […]

Development Technology

Machine Learning in Ads Ranking | Oleg Tishutin | ML Software Engineer at Meta

Unlocking Personalized Ads with Machine Learning – Learn the business impact of tailored ads and the essence of supervised ML. Explore solutions like logistic regression using hashing tricks & FTRL optimization, Gradient Boosted Decision Trees, and cutting-edge Neural Networks with embeddings, as showcased by industry giants like Google, Twitter, Meta, etc. Extra insights delve into […]

Development Technology

Compound AI systems: unboxing a reference architecture

Modern AI systems are increasingly complex, requiring seamless integration of diverse components, robust governance, and scalable infrastructure. Compound AI Systems tackle AI tasks using multiple interacting components, processes, and tools. This session will introduce a structured approach to designing, deploying, and managing enterprise-grade AI solutions using Union’s reference architecture. Attendees will learn how to unify […]