AI, Machine Learning and Computer Vision Meetup
Sept 26 2024 at 10 AM Pacific
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GPUs at Scale - Trials of a GPUaaS Provider
Mischa van Kesteren
NexGen Cloud
In the rapidly evolving landscape of machine learning, managing large-scale GPU infrastructure has become a critical challenge for AI practitioners. This presentation delves into the trenches of GPU operations. Through these real-world lessons, we explore how GPU-as-a-Service (GPUaaS) solutions address these pain points, offering scalability, flexibility, and cutting-edge hardware access. Join us for a deep dive into the challenges of computation at scale, the lessons learned from hands-on experience, and a discussion of emerging strategies in GPU infrastructure management.
About the Speaker
Mischa van Kesteren is a Solutions Engineer at NexGen Cloud, focused on Hyperstack, their GPUaaS On-Demand platform. With nearly a decade of experience in the field of HPC and AI, Mischa leads complex solution designs and serves as a thought leader in sustainable and secure AI and HPC practices.
Scaling Industrial AI with FiftyOne
Dan Gural
Voxel51
Datasets and models are the two pillars of modern machine learning, but connecting the two can be cumbersome and time-consuming. In this hands-on talk, you will learn how FiftyOne Teams simplifies this complexity in Industrial use cases, enabling more effective data-model co-development. By the end of the talk, you will be able to download and visualize datasets with FiftyOne, explore data embeddings, apply anomaly detection, and effortlessly share your datasets with others.
About the Speaker
Daniel Gural is a seasoned Machine Learning Engineer at Voxel51 with a strong passion for empowering Data Scientists and ML Engineers to unlock the full potential of their data.
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