Weights & Biases Courses

The Impact of Machine Learning on Material Innovation and Scientific Progress

Explore AI's impact on science, business, and technology with Meta's Joe Spisak. Discuss GPT, Llama2, and AI applications in biology and material science. Examine ethical considerations and the future of open-source AI development.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Instrumenting Weights & Biases for PII Data Detection - ML Pipeline Tutorial

Instrumenting W&B for PII detection: Learn to track experiments, analyze data, and perform error analysis in ML pipelines. Apply knowledge to a Kaggle competition using W&B Tables and Artifacts.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Meta Announces Llama 3 - Advancements in Open-Source AI Models

Explore Meta's Llama 3, the latest AI model family with improved performance, safety, and scalability. Learn about its development, benchmarks, and future directions in AI innovation.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Elevating ML Infrastructure - Future of Machine Learning Platforms

Explore the future of ML infrastructure with Modal Labs CEO Erik Bernhardsson. Gain insights on enhancing developer experience, handling GPU workloads, and simplifying cloud execution for data teams.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Harnessing AI for Legal Practice - Innovations and Challenges

Explore AI's impact on legal practices, from automating document review to enhancing research capabilities. Gain insights into the potential and challenges of AI in law and its influence on legal education.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Flexible RAG: Development and Evaluation Strategies for Complex User Requests

Explore advanced RAG techniques for complex queries, diverse data sources, and evaluation methods to enhance system flexibility and performance in handling sophisticated user requests.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

RAG for Code Generation - AI Hacker Cup Example

Explore advanced LLM-powered competitive programming using RAG for code generation. Learn to design robust architectures, implement AST-based similarity search, and enhance few-shot learning for AI agents.

• YouTube
• 52 minutes
• On-Demand
• Free Video

DSPy for Code Generation - NeurIPS Hacker Cup AI

Explore DSPy's innovative approach to code generation, enhancing AI capabilities for developers and researchers in neural information processing systems.

• YouTube
• 58 minutes
• On-Demand
• Free Video

DSPy for Code Generation: Building and Optimizing Language Model Pipelines

Explore DSPy, a Stanford framework for optimizing language model pipelines in code generation. Learn its applications, potential, and hands-on usage with the HackerCup dataset.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Advancements in AI Inference Technology - Cerebras Systems' Wafer-Scale Chips

Explore groundbreaking AI inference technology with Cerebras Systems CEO, discussing wafer-scale chips, architectural innovations, and the future of machine learning in production environments.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Fine-Tuning Large Language Models with Limited Resources - NeurIPS Hacker Cup AI

Strategies for fine-tuning large language models with limited resources: memory optimization, gradient accumulation, activation checkpointing, LoRa, and dataset quality. Practical advice for 40 GB VRAM GPU constraints.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

SWEAgent: Solving Programming Problems with AI - NeurIPS Hacker Cup

Explore SWEAgent: AI tool for solving complex coding challenges. Learn setup, customization, and practical applications through live demonstrations and real-world examples.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Reinforcement Learning with TorchRL and TensoDict - NeurIPS Hacker Cup AI

Explore TorchRL and TensoDict for advanced reinforcement learning in PyTorch, covering RLHF, data handling, and practical applications for streamlined RL workflows.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Reinventing AI Agents for Code Generation and Software Development

Explore AI agents' impact on code generation and software development with Imbue CEO Kanjun Qiu. Learn about autonomous AI systems, practical research, and the challenges of creating AI that writes and verifies code.

• YouTube
• 49 minutes
• On-Demand
• Free Video

LLMOps and FMOps for E-commerce - Booking.com Case Study

Explore MLOps evolution in e-commerce, focusing on LLMs' impact, key investments, and real-world examples from Booking.com's AI implementation and scaling challenges.

• YouTube
• 21 minutes
• On-Demand
• Free Video