Food Production Courses

GOTO Conferences

From Experimentation to Products - The Production Machine Learning Journey

Explore the journey from ML experimentation to production, covering MLOps, TensorFlow Extended, and pipeline architectures for scalable, maintainable machine learning applications.

• YouTube
• 38 minutes
• On-Demand
• Conference Talk

GOTO Conferences

What We've Learned from Running Thousands of Production RabbitMQ Clusters

Gain insights on optimizing RabbitMQ clusters from extensive production experience. Learn best practices, common pitfalls, and strategies to enhance reliability and performance in various cloud environments.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Full-Stack Haskell - From Prototype to Production

Explore full-stack Haskell development, from backend reliability to frontend GUIs. Learn about overcoming obstacles, leveraging strong typing, and expanding Haskell's practical applications in professional projects.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Devoxx

Running Docker in Production on AWS

Explore tools and strategies for deploying Docker containers in AWS production environments, covering host management, service integration, orchestration, updates, monitoring, and log management.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Production Model Deployment

Explore strategies for deploying production models, including data sharing, service building, and AB testing. Learn about ML pipelines, engineering requirements, and effective handoff between data scientists and software engineers.

• YouTube
• 46 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Twice the Teslas in Half the Time - Scrum Production

Explore how Scrum and Agile principles revolutionize Tesla's production, doubling efficiency. Learn from Wikispeed's innovative approach to car manufacturing using Agile methodologies.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

GOTO Conferences

One Does Not Simply Put Machine Learning into Production

Explore challenges and trade-offs in implementing machine learning in products, focusing on accuracy, cost, maintainability, and interpretability. Learn key considerations for successful ML integration.

• YouTube
• 37 minutes
• On-Demand
• Conference Talk

Devoxx

Repeatable Scalable Path to Production for Java Spring Apps on Kubernetes

Develop, build, and deploy Spring Boot apps on Kubernetes using convention over configuration. Learn CI/CD, Cloud Native Buildpacks, GitOps, Knative, and Backstage for efficient app delivery and management.

• YouTube
• 53 minutes
• On-Demand
• Conference Talk

Devoxx

Replicating Production in Your Tests with the Magic of Containers

Explore container-based testing with MicroShed and Testcontainers frameworks to create true-to-production environments, enhancing cloud-native application development and testing efficiency.

• YouTube
• 46 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Taking Machine Learning Research to Production - Solving Real Problems

Explore strategies for implementing machine learning in production, addressing challenges like scalability, testability, and fairness using TensorFlow Extended (TFX) pipeline architecture.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Going Docker, Swarm and Kubernetes Production Like a Pro

Practical insights for implementing Docker, Swarm, and Kubernetes in production. Learn key decisions, technical factors, and best practices for successful containerization and orchestration.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

Devoxx

Troubleshooting & Debugging Production Microservices in Kubernetes

Discover effective techniques for diagnosing and resolving issues in production microservices using Kubernetes tools and ecosystem solutions like Weave Scope, JFrog Artifactory, and Stackdriver.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

Devoxx

Deep Dive - Performance Tuning in Production

Comprehensive exploration of JVM optimization, G1GC adoption, production profiling, and collaborative performance diagnostics for Java developers seeking to enhance application efficiency.

• YouTube
• 2 hours 59 minutes
• On-Demand
• Conference Talk

Devoxx

Troubleshooting & Debugging Production Microservices in Kubernetes

Explore advanced techniques for troubleshooting and debugging microservices in Kubernetes, leveraging Google's expertise and ecosystem tools to diagnose and resolve production issues at scale.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

Devoxx

Troubleshooting & Debugging Production Applications in Kubernetes

Explore advanced techniques for troubleshooting and debugging Kubernetes applications in production, including centralized logging, tracing, and live debugging tools for microservices at scale.

• YouTube
• 55 minutes
• On-Demand
• Conference Talk