Anyscale Courses

Uber's Journey in Building Multi-Modal Foundation Models

Dive into Uber's approach to developing in-house multi-modal foundation models, optimizing earner onboarding and screening processes globally using Ray for distributed training and deployment.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

IBM's Approach to Building a Cloud-Native AI Platform

Explore IBM and Red Hat's collaborative efforts in developing a cloud-native AI platform, addressing challenges in training and deploying foundation models at scale using KubeRay, Ray, and PyTorch.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Customizable Cluster Metrics Made Easy with Raydar and Anyscale

Unlock simplified Ray cluster monitoring with Raydar. Learn to set up, enable generic metrics, and create custom ML workflow visualizations for enhanced observability and scalability.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Training AI for Space: Slingshot's Ray Journey - Ray Summit 2024

Explore Slingshot Aerospace's innovative approach to managing satellites using AI and Ray-based training pipelines. Discover their multi-layered RL Gym for simulating space missions and agent training.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Shopify's Ray-Powered Approach to Multimodal AI in E-commerce

Explore Shopify's implementation of multimodal LLMs at scale, focusing on Ray's integration for fine-tuning and deploying vision language models in e-commerce production environments.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Netflix's Ray Platform: From Deep Learning to GenAI

Explore Netflix's integration of Ray to enhance its machine learning platform for the generative AI era, covering data processing, LLM fine-tuning, and distributed inference strategies.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Enabling Multi-User Ray Clusters with Runhouse - Ray Summit 2024

Discover innovative approaches to enhance Ray's multi-user capabilities. Learn how to orchestrate remote Ray clusters across regions and clouds, enabling seamless collaboration and flexible resource utilization.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Optimizing GenAI with Intel Gaudi Accelerators on Ray

Discover how Intel Gaudi accelerators integrate with Ray to enhance GenAI workloads, improving performance and efficiency for LLMs. Gain insights into optimizing popular models and managing Ray clusters for advanced AI capabilities.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Anyscale's Vision and Ray AI Compute Engine - Future of AI Scaling

Discover Anyscale's vision for AI scaling with Ray, the AI Compute Engine. Explore cutting-edge solutions tackling AI workload management challenges, from compiled graphs to advanced governance suites.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Foundation Models in Drug Discovery - Ray Summit 2024

Explore how foundation models are revolutionizing drug discovery across multiple biological domains. Gain insights into Recursion's large-scale approach using GPUs, robotics, and petabytes of data to transform pharmaceutical innovation.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

A Brief History of Video Generation - Ray Summit 2024

Explore the rapid evolution of generative video with Runway's CTO, from recent breakthroughs to future possibilities. Gain insights into AI's transformative impact on audiovisual creativity and storytelling.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Instacart's Generative AI Strategy - Transforming Product Experience and Internal Productivity

Dive into Instacart's generative AI strategy with co-founder Brandon Leonardo. Explore how AI transforms product experience, boosts internal productivity, and shapes the company's future.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Transforming the Physical World with AI - Samsara's Journey in Fleet Management Technology

Explore how Samsara leverages Ray and Anyscale to revolutionize AI in fleet management. Discover the impact of AI across their entire pipeline, from training to deployment, and its transformative effects on physical operations.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Optimized AI Workloads on Anyscale with RayTurbo

Optimize AI workloads globally with Ray's unified framework. Explore advanced instance management, multi-environment compute, and governance solutions to prevent AI sprawl.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Building a GPU Cloud with Ray at io.net - Decentralized Computing Network

Explore how io.net leverages Ray to orchestrate a global network of 300,000+ GPUs, transforming idle computing power into a decentralized AI infrastructure with optimized resource management.

• YouTube
• 25 minutes
• Self-Paced
• Free Video