Snorkel AI Courses

Data-Centric AI in Comcast's Voice and Conversational Interfaces

Explore Comcast's data-centric approach to AI voice and conversational interfaces, powering innovative technology solutions.

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

An Inside Look at NASA's SpaceML Worldview Search

Explore NASA's SpaceML Worldview Search with insights from Machine Learning Lead Anirudh Koul, covering innovative applications in space exploration and data analysis.

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

How Ford Uses AI to Develop Better AI

Explore Ford's AI development lifecycle, focusing on data extraction, annotation, and augmentation for training. Learn about iteration's role in enhancing AI systems at Ford Motor Company.

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

How Machine Learning Fuels the Fight Against Sex Trafficking

Explore how machine learning techniques are applied to combat sex trafficking, focusing on detection and prevention strategies using deep web data analysis.

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

How Top Healthcare Companies Boost AI Development with Data-Centric Approaches

Discover how leading healthcare companies accelerate NLP application development using data-centric AI workflows, reducing development time from months to days.

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

Why Real-Time Machine Learning Thrives on Fresh Data

Explore real-time machine learning's value, architectures, and challenges. Learn to optimize online prediction systems for latency, freshness, and accuracy.

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

AI Copilots for Businesses - Driving Innovation with Generative AI

Explore AI copilots' impact on enterprise productivity and data management, from RAG pipelines to generative AI solutions transforming business operations and customer experiences.

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

How Numbers Station Combines LLM, RAG, and Domain Knowledge for AI-Driven Data Analysis

Leverage AI for comprehensive data analysis by combining structured and unstructured data, using multi-agent systems, and building AI-powered assistants for actionable insights.

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

Transforming Call Center Operations with AI - A Financial Institution Case Study

Explore how a major financial firm enhanced customer service using Snorkel Flow's AI solution. Learn about implementation challenges, impacts, and future plans for integrating all customer touchpoints.

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

When, Why and How to Fine-Tune LLMs for Enterprise Applications

Explore techniques for customizing large language models in enterprise settings, including when and why to align LLMs and key methods for domain-specific adaptation.

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

Conquer RAG Retrieval Errors: 5-Step Tuning Process in Snorkel Flow

Optimize RAG retrieval with a 5-step tuning process in Snorkel Flow. Learn to identify errors, improve document chunking, and enhance embedding models for better accuracy and performance.

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

Building a Document Intelligence AI Application: Live Demo in Snorkel Flow

Extract interest rate dividends from 10K documents using Snorkel Flow's foundation model-first workflow for document intelligence tasks.

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

Direct Preference Optimization (DPO): How It Works and How It Topped an LLM Eval Leaderboard

Explore Direct Preference Optimization (DPO) for LLM alignment, its advantages over RLHF, and its impact on model evaluation. Learn how this technique topped the AlpacaEval leaderboard and influenced evaluation metrics.

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

AI for Content Filtering - Achieving 96% Recall in 3 Days with Snorkel Flow

Discover how to achieve 96% recall in content filtering using Snorkel Flow. Learn from a real-world case study and explore strategies to rapidly improve your AI-powered filtering processes.

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

Why GenAI Needs Careful Training Data Management

Explore the critical role of training data management in GenAI, including harmonization across stages and its impact on model effectiveness and safety in various domains and languages.

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