AI Resources

Dive into AI, LLMs and machine learning with relevant ebooks, guides, webinars, developer solutions and beyond to empower your learning journey.

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Ebook

A Practical Guide to AI Agents

Explore key agentic AI concepts, use cases and considerations to drive ROI.

data strategies for ai leaders

Report

Data Strategies for AI Leaders

This report surveyed more than 275 global business leaders about their hopes for gen AI—here’s what they said.

secrets of gen ai success

Ebook

The Secrets of Gen AI Success

Discover how leaders like Bayer and Siemens Energy use generative AI to increase revenue and better serve customers.

What's New

The latest AI resources from Snowflake

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Ebook

Deploying AI Agents at Scale: 3 Patterns to Move Beyond POCs

Discover which AI agents have moved beyond the proof-of-concept phase and are delivering ROI.

Ebook

Generative AI and LLMs for Dummies

Explore our guide to interesting and popular offerings on Snowflake Marketplace that help you connect to new resources, build data-intensive apps and add cutting-edge capabilities with ease.

Academy

Generative AI & ML School

Welcome to the AI Data Cloud Academy, your gateway to the latest advancements in AI, including generative AI and machine learning functionalities within Snowflake.

Ebook

The Essential Guide to Generative AI

To understand how gen AI can improve productivity and drive business decisions—while skirting the biggest potholes of possible reputational danger—it helps to understand how the technology works and how we got here.

Ebook

The Radical ROI of Gen AI

Global research shows that enterprises are winning big with generative AI. We dove into their strategies and measured their outcomes.

Webinar

Virtual Hands-on Lab: Build a Production-Ready ML Pipeline in Snowflake

This instructor-led lab will teach you how to quickly build and deploy a production-ready machine learning workflow entirely within Snowflake ML.

DEVELOPER RESOURCES

From the Snowflake Solutions Center

48 Results

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Certified Solution

Snowflake Agentic AI in Supply Chain

Reference ArchitectureAI

Partner Solution

Marketing Attribution and Media Mix Modeling with Snowflake using Domo

MarketingSnowpark Container ServicesAIReference Architecture+More

Partner Solution

Supercharge Your Data Analytics with ThoughtSpot and Snowflake

MarketingDynamic TablesFinancial ServicesSnowpark+More

Partner Solution

Question Answering on Knowledge Graphs Using RelationalAI

Cortex AINative AppsSnowparkAI+More

Partner Solution

Driving Customer Growth and Retention with Lang.ai

AIReference ArchitectureNative Apps

Certified Solution

Running Distributed PyTorch Models on Snowflake: An End-to-End ML Solution

AIApplications & CollaborationNotebooksStreamlit+More

Fundamentals

Get started with Snowflake AI

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AI Security Systems: What They Are, Why They Matter and How to Build One

Learn how AI security systems help organizations reduce exposure and operate AI more safely in production.

AI Agents Use Cases & Examples: How Businesses Are Applying Intelligent Agents

Turn AI into action: discover how intelligent agents automate workflows, analyze data, and drive smarter decisions across real-world business use cases.

What Is Reinforcement Learning? A Complete Guide

Most machine learning systems learn from studying static data. They ingest labeled datasets, detect patterns and make predictions based on what they have seen. Reinforcement learning (RL) takes a different approach. In reinforcement learning, a system learns by interacting with an environment — taking actions, observing the results and adjusting its behavior based on rewards or penalties. Over time, it discovers strategies that maximize long-term success.