Weights & Biases Courses

How Generative AI Powers the Next Generation of Mercari Marketplace

Discover how Mercari leverages GenAI to enhance its C2C marketplace, from streamlining item listings to improving search relevance and product recommendations through advanced ML engineering techniques.

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

RAG++: From POC to Production - Advanced Techniques and Implementation

Explore advanced RAG techniques, from basic concepts to production-ready implementations, in this comprehensive guide to enhancing AI-powered information retrieval systems.

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

End-to-End LLM Fine-Tuning with Weights and Biases Models - From Experimentation to Production

Master end-to-end LLM fine-tuning with W&B Models, from experiment tracking to model deployment in production. Learn to publish models, automate evaluations, and implement CI/CD workflows for efficient AI development.

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

Progress in Agentic AI - From Chatbots to Autonomous Systems

Explore the latest advancements in agentic AI systems, from automated ML research to self-optimizing models, with insights into Sakana AI's groundbreaking developments and future prospects.

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

Optimizing CI/CD Model Management and Evaluation Workflows with Weights & Biases

Enhance CI/CD pipelines with W&B Registry for efficient model management, evaluation, and deployment of top production models.

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

Building AI Agents Using Weights and Biases

Master the development of AI agents with Weave platform, focusing on evaluation, monitoring, and deployment strategies for creating reliable and efficient business solutions.

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

LLMOps for Eval-Driven Development at Scale

Discover how Mercari scaled LLMOps for 23M+ users through prompt management, evaluation frameworks, and observability tools to accelerate development and enhance software quality.

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

Physical Intelligence Unleashed - Building Robust AI at Scale for Edge Devices

Discover how Analog Devices tackles EV battery optimization using machine learning at the edge, covering data collection, experiment tracking, and overcoming AI limitations in automotive applications.

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

The Future of Multi-Agents in Enterprises

Explore multi-agent systems evolution with CrewAI's CEO, covering enterprise implementation strategies, maturity levels, and real-world production use cases.

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

Efficient Inference with Command R+ - Optimizing Speed and Cost for Enterprise AI

Discover advanced inference optimization techniques for enterprise AI, including sliding window attention, speculative decoding, and guided decoding to balance speed, cost, and performance.

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

From Research to Reality in the Age of Generative AI

Explore how GenAI transforms research-to-product cycles, covering evaluation strategies, agentic systems, and Google's infrastructure for scalable AI deployment.

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

PyTorch - The Open Language of AI

Explore PyTorch's evolution as the open language of AI, covering its ecosystem, research adoption, and future vision for planet-scale training and inference.

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

Building Super Intelligent Tools - AI Agent Development and Experimentation

Discover how to build top-performing programming agents through systematic experimentation loops, reinforcement learning techniques, and automated improvement processes for AI development.

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

Building Future-Ready AI with Agents and Data Flywheels - Insights from NVIDIA's Enterprise Deployments

Discover how NVIDIA builds scalable AI agents using data flywheels for enterprise deployments, covering architecture patterns, feedback loops, and continuous LLM improvement strategies.

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

The Open Source AI Compute Tech Stack - Kubernetes + Ray + PyTorch + vLLM

Explore the emerging open source AI compute stack combining Kubernetes, Ray, PyTorch, and vLLM for scalable AI workloads with real-world case studies from Pinterest, Uber, and Roblox.

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