Food Production Courses

HuggingFace

Food for Diffusion

Explore advanced diffusion techniques with Stable Diffusion co-creator Patrick Esser, covering compositional structures, texture generation, and innovative training methods for next-gen models.

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

HuggingFace

Few-Shot Learning in Production

Learn to train and deploy efficient few-shot language models using SetFit, knowledge distillation, and quantization techniques. Explore accelerated inference and deployment strategies with Hugging Face and Intel AI.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Linode

Production vs. Development - Python Web App From Scratch With Justin Mitchel

Learn intermediate Python web app development techniques, including server configuration, environment variables, and deployment strategies for production and development environments.

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

Linode

Staging vs. Production Deployments - Jérôme Petazzoni LKE Helm Workshop Conclusion

Learn to stage and deploy applications to production using Kubernetes and Helm. Covers pipeline explanation, container builds, non-privileged builders, and project wrap-up. Practical insights for efficient deployment workflows.

• YouTube
• 32 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

Thomas Evans

Modeling - Production

Overview of primary and secondary production in stream ecosystems, covering concepts like trophic levels, population growth, and estimation methods for ecological modeling and analysis.

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

Valerio Velardo - The Sound of AI

How to Deploy ML Models in Production with BentoML

Learn to deploy Machine Learning models in production using BentoML, covering installation, model saving, service creation, bento building, and Docker containerization. Includes hands-on examples and practical deployment steps.

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

Fusion 360 and Furniture Design - Parameters for Production

Learn to leverage Fusion 360's Parameters function for efficient furniture design and production. Master techniques for custom sizing, built-ins, and streamlined business processes in this hands-on workshop.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

The Real Deal on Raw Food

Descubre los beneficios y la ciencia detrás de la cocina cruda con Sajeela Cormack, chef y terapeuta natural. Aprende enfoques simples y divertidos para incorporar alimentos crudos en tu estilo de vida saludable.

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

Picky Eating Isn't About the Food

Strategies to combat picky eating by addressing root causes and empowering children. Learn a 3-step process to decrease mealtime stress and improve eating habits for long-term benefits.

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

The Role of Food in Health

Explore the vital connection between nutrition and health with Dr. Rupy Aujla, who advocates for 'culinary medicine' as a fundamental approach to well-being and discusses the medicinal effects of various ingredients.

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

The Effects of Artificial Food Dyes

Explore the impact of artificial food dyes on behavior and health as Dr. Bevans shares her family's journey to living dye-free, drawing from her expertise in cognitive neuroscience and child development.

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

1littlecoder

AI Text Generation with GPT-2 - Fine-Tuning on Indian Food Recipes Dataset

Learn to fine-tune GPT-2 for custom text generation using Indian food recipes dataset. Explore aitextgen package, data preparation, and model training for creative AI-generated content.

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

GDC

Cinematic Environment Production for Uncharted 4

Explore Naughty Dog's environment production pipeline for Uncharted 4, from concept to polish, focusing on narrative-driven spaces and artistic techniques used in game development.

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