Snorkel AI Courses

Large Language Models Can Help Make Better Image Classifiers

Explore how follow-up differential descriptions enhance zero-shot image classification by tailoring class descriptions, improving performance and addressing ambiguities in datasets.

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

How to Accelerate AI Training With Programmatic Data Labeling - Snorkel Flow Demo

Accelerate AI development with programmatic data labeling. Learn efficient knowledge capture, automated labeling, and iterative improvement techniques for enterprise AI initiatives.

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

RAG Optimization: A Practical Overview for Improving Retrieval Augmented Generation

Discover practical techniques for optimizing RAG systems, from document chunking to embedding models and data enrichment, to enhance LLM performance and reliability.

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

Optimizing RAG Implementations for Specialized Enterprise Tasks

Optimize RAG implementations for enterprise tasks. Learn to fine-tune components, apply AI data development techniques, and accelerate production delivery for increased accuracy and precision.

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

Fine-Tuning Large Language Models Faster Using Bonito for Task-Specific Training Data Generation

Accelerate LLM fine-tuning with Bonito: Generate task-specific training data for faster instruction tuning and improved zero-shot task adaptation on specialized, private datasets.

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

New in Snorkel Flow 2024.R1: Enhanced Security, Image Categorization, and More

Explore Snorkel Flow's latest release: enhanced security, image categorization, LLM integrations, and document intelligence workflows for advanced AI-driven insights and custom solutions.

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

How Wayfair Transforms Customer Experiences with Data-Centric AI

Discover Wayfair's innovative AI strategies for enhancing product tagging, improving customer engagement, and driving significant gains in e-commerce metrics.

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

ROBOSHOT: Improving Foundation Model Performance Without Fine-Tuning

Boost zero-shot foundation model performance with ROBOSHOT. Learn to improve robustness, reduce biases, and understand conditions for enhanced results without fine-tuning.

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

How AI Impacts the Insurance Industry Today

Explore AI's impact on insurance, addressing data challenges and LLM applications. Learn how Snorkel's approach enhances datasets and satisfies regulators in enterprise AI implementation.

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

Leveraging Data to Unlock AI's True Potential in Enterprise Projects

Unlock AI's potential through data development. Learn to fine-tune LLMs for domain-specific tasks, leverage expert knowledge, and accelerate high-quality dataset creation using Snorkel Flow.

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

Best Practices and Tips for Fine-Tuning Representation Models

Discover techniques to enhance generative applications through representation model fine-tuning. Learn data quality strategies, augmentation methods, and optimization tips for RAG-based pipelines.

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

Digging Into RAG and the Future of AI - With Douwe Keila

Explore RAG applications, AI's enterprise future, and the role of data in improving AI systems with industry experts Alex Ratner and Douwe Keila.

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

Scaling Language Model Tuning with Snorkel AI - A Case Study

Explore Snorkel AI's innovative approach to scaling language model tuning using programmatic labeling and guiding models for efficient data curation and improved performance.

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

The Art of Data Development for LLMs

Explore data development for LLMs, focusing on customization for enterprise applications and injecting unique organizational data to tailor models for specific use cases.

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

Fine-Tuning and Customizing LLMs for Enterprise Tasks

Explore LLM fine-tuning techniques for enterprise-specific tasks. Learn about data quality, customization methods, and the trend towards task-specific models in organizational AI implementation.

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