Food Production Courses

Challenges and Best Practices for Upgrading Istio in Production Environments

Explore challenges and best practices for upgrading Istio in production environments. Learn strategies for compatibility assessment, phased upgrades, and thorough testing to minimize risks and ensure service continuity.

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

Amazon Web Services;  Amazon

AWS for Media & Entertainment Content Production Workstation Design

Design remote workstations for media production using AWS services. Learn benefits, use cases, and key considerations for configuring cloud-based creative environments to enable global collaboration.

• AWS Skill Builder
• 20 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS for Media & Entertainment Post-Production Workflow Essentials

Explore post-production workflow essentials for media and entertainment, covering key phases, processes, and roles in content creation using AWS technologies.

• AWS Skill Builder
• 20 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS for Media & Entertainment Content Production Security Essentials

Aprenda a proteger conteúdo de estúdio valioso contra pirataria e ataques, explorando desafios de segurança na produção de mídia e soluções AWS para workstations remotas e serviços de diretório.

• AWS Skill Builder
• 15 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS for Media & Entertainment Content Production Storage Essentials

Learn essential AWS storage solutions for media content production, covering benefits, use cases, and key services for efficient workflow management and scalable storage strategies.

• AWS Skill Builder
• 25 minutes
• Self-Paced
• Free Certificate

Java

Project Leyden Update - Teleporting Data from Training to Production

Explore Project Leyden's progress, including "teleporting" data from training to production, and its impact on Java performance and startup times. Gain insights from Oracle engineers.

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

Learn With Jason

Building Local Food Scene Apps - Web Development Challenge

Participate in a web development challenge to create innovative apps promoting local food scenes using tools like Clerk, Convex, and Raycast. Learn from expert developers as they plan and build in just 4 hours.

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

Anyscale

Ray Train: A Production-Ready Library for Distributed Deep Learning

Explore Ray Train's architecture for efficient, cost-effective distributed deep learning. Learn about resource scheduling, API simplicity, and exclusive features for LLM training, including Distributed Checkpointing.

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

Anyscale

From Spark to Ray: An Exabyte-Scale Production Migration Case Study

Explore Amazon's exabyte-scale migration from Spark to Ray, covering challenges, strategies, and future vision for integrating Ray into critical data pipelines.

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

Anyscale

Embeddings and Vectors: The Key to Production AI

Explore how teams program AI with data using embeddings and vectors, and learn about future approaches for building production AI applications.

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

Anyscale

Open Source LLMs: Viable for Production or a Low-Quality Toy?

Explore Llama 2 models' strengths and weaknesses compared to ChatGPT, examining quality, cost, and usability. Learn when to consider open source LLMs and available options for AI development.

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

Anyscale

Large-Scale Deep Learning to Augment Production RL Workloads at Riot Games

Learn to leverage large-scale deep learning for building game bots, predicting outcomes, and optimizing training processes in game development. Explore supervised learning techniques and scaling with Ray tools.

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

Anyscale

Production RL and Decision-Making with RLlib

Learn to implement production-ready reinforcement learning and decision-making systems using RLlib, exploring real-world applications, challenges, and best practices.

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

Anyscale

Semiconductor Fab Production Scheduling Using Deep Reinforcement Learning

Optimize semiconductor manufacturing schedules with deep reinforcement learning. Leverage flexible methods to respond to changing priorities and improve key performance indicators in complex fab environments.

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

Kubesimplify

Production to Staging Traffic Replay Using Speedscale

Explore Speedscale's capabilities for replaying production traffic in staging environments, recording API interactions, and exporting to Postman and K6. Learn how to enhance your API testing workflow.

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