Food Production Courses

USENIX

Food and Liquid Sensing in Practical Environments Using RFIDs

Innovative RF sensing system for non-invasive food and liquid identification in closed containers, achieving high accuracy across various applications and environments.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

USENIX

Earthquakes, Forest Fires, and Your Next Production Incident

Explore the Incident Command System's origins, evolution, and application in tech emergencies. Learn to adapt this proven crisis management tool for your operational challenges.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

USENIX

Zero Touch Prod - Towards Safer and More Secure Production Environments

Explore principles and tools for safer production environments through automation, safe proxies, and audited break-glass, reducing human errors and insider threats in system operations.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

USENIX

Deploying SRE Training Best Practices to Production - How We SRE'ed Our SRE Education Program

Explore Google's SRE training program, featuring hands-on exercises in a safe environment. Learn how SRE principles were applied to improve the curriculum, minimize toil, and enhance reliability through automation and monitoring.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

USENIX

Testing in Production at Scale

Explore real-world insights on implementing testing in production for large-scale microservices, focusing on architecture, capacity planning, and infrastructure components.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

USENIX

Deploying SRE Training Best Practices to Production - What We Learned

Explore best practices for SRE training, including sequential learning, hands-on experiences, and continuous education. Learn from Google's insights on building effective SRE teams and fostering a culture of reliability.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

0xdade

U2F Zero - Secure Hardware Design, DIY Mass Production, and Amazon Prime

Explore U2F Zero: secure hardware design, DIY production, and Amazon Prime sales. Learn about hardware acceleration, manufacturing challenges, and cost breakdown for this innovative security device.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Open Data Science

Production Machine Learning Monitoring- Principles, Patterns and Techniques

Practical deep dive on production monitoring of machine learning models, covering standard techniques and advanced paradigms like concept drift, outlier detection, and explainability, with hands-on examples and architectural patterns.

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

Open Data Science

What to Expect When You Are Putting AI in Production - Dr. David Talby

Real-world case studies on AI failures in production, covering concept drift, A/B testing pitfalls, and systems that learn in production. Best practices for executives and technical leaders to ensure success.

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

Open Data Science

Intelligent Services - Managing Machine Learning in Production

Explore strategies for managing machine learning models in production, including real-time learning, model competition, and versioning, to build responsive and intelligent services.

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

ChariotSolutions

From Big Bangs to Crockpots: Strategies for Changing Production with No Downtime

Explore cloud migration strategies and data transformation techniques for large-scale systems, focusing on minimizing downtime and optimizing performance in enterprise environments.

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

Hitesh Choudhary

How to Deploy a React Application to Production - Step by Step Process

Step-by-step guide to deploying a React application using Git, GitHub, Netlify, and Buddy Works. Learn the process of setting up pipelines and automating deployment for efficient production workflows.

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

Robert Feranec

Steps to Do After You Receive Your Boards From Production - Some Soldering Tips

Learn essential post-production steps for PCB boards, including visual inspection, component soldering, and electrical testing. Gain practical tips for handling and verifying your custom-designed microcontroller board.

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

Meta

Introducing PyTorch 1.0 - A Research-Focused, Production-Ready Deep Learning Framework

Explore PyTorch 1.0, a powerful deep learning framework that bridges research and production, accelerating AI development with innovative features and tools.

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

tinyML

TinyML AutoML Tutorial: Building Production-ready Models with Imagimob AI

Explore Imagimob AI platform for creating production-ready ANN models for time-series data on resource-constrained devices. Learn data visualization, preprocessing, model training, and evaluation techniques.

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