Anyscale Courses and Certifications

Anyscale

End-to-End LLM Workflows with Anyscale

Explore building and scaling end-to-end LLM workflows, covering data processing, model fine-tuning, evaluations, and production inference with Anyscale's modern platform.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Anyscale

Anyscale Workspaces: A Scalable Interactive ML Development Environment with Zero Setup

Enhance ML development efficiency with Anyscale workspaces. Learn zero-setup development, debugging, scaling, and production deployment for LLM applications using the Anyscale platform.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Anyscale

Canva's AI Leap: Scaling with Ray and Anyscale - Ray Summit 2024

Discover how Canva scaled AI capabilities using Ray and Anyscale. Learn about integrating RayTurbo, leveraging heterogeneous training clusters, and improving efficiency in AI operations for high-growth environments.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Anyscale

Accelerated LLM Inference with Anyscale - Ray Summit 2024

Dive into Anyscale's latest LLM enterprise features and open-source contributions. Explore advancements in vLLM, including FP8 support and speculative decoding, doubling throughput and latency efficiency for improved inference performance.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Anyscale

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
• On-Demand
• Free Video

Anyscale

From Batch to Personalized: Attentive's Journey with Ray and Anyscale

Discover how Attentive transformed digital marketing with AI-powered personalization using Ray and Anyscale, including optimization strategies for large-scale recommendation systems and practical solutions for ML infrastructure challenges.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Anyscale

The Future of AI Infrastructure: Anyscale Keynote - NYC 2025

Explore the evolution of AI infrastructure with Anyscale's leaders as they discuss key trends reshaping the stack, showcase how Ray is becoming the standard for scaling complex workloads, and reveal new platform features.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Anyscale

Introduction to Anyscale and Ray AI Libraries for Distributed Machine Learning

Discover how to scale AI workflows using Ray and Anyscale, from fundamental concepts to hands-on implementation with distributed machine learning libraries and practical notebooks.

• YouTube
• 1 hour
• On-Demand
• Free Video

Anyscale

Maximizing Compute Efficiency on Anyscale

Discover advanced observability tools for Ray distributed AI workloads, featuring scalable dashboards, debugging techniques, and the new open-source Ray Export API for better optimization.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Anyscale

How Geotab Scales Video AI Efficiently with Anyscale

Discover how Geotab built a cost-efficient Smart Video Platform using Anyscale Ray to process billions of video frames, enabling real-time inference and automated ML workflows.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Anyscale

Scaling Machine Learning at Tripadvisor - Our Journey with Ray and Anyscale

Discover how Tripadvisor integrated Anyscale and Ray to scale ML workloads, improve efficiency, and reduce costs across recommendation systems, personalization, and content understanding.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Anyscale

Standing Up Ray Clusters for Private AI Deployment

Discover how VMware enhances Ray deployments on-premise, improving performance and aligning with enterprise AI needs for data privacy, control, and service choice.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Anyscale

Anyscale's Ray Data: Revolutionizing Batch Inference

Explore Anyscale's innovative approach to optimizing large-scale batch inference using Ray Data and infrastructure advancements, offering insights to enhance ML deployments and reduce operational costs.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Anyscale

Managing Large-Scale Ray Deployments - Cloud, On-Prem, and Kubernetes

Explore strategies for managing Ray deployments across cloud, on-premises, and Kubernetes environments. Gain insights into Anyscale's approach to handling millions of cores and diverse workloads at scale.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Anyscale

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
• On-Demand
• Free Video