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Graph Resources

Discover graph database learning resources
Cover of the book Graph-Powered Analytics and Machine Learning with TigerGraph by Victor Lee. It features a stylized illustration of a tiger beetle and a red TigerGraph logo on a white background.
Reports & Whitepapers

Graph-Powered Analytics and Machine Learning with TigerGraph

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Illustration of an orange circle with a stack of coins icon in the center, surrounded by four circles. Each circle contains icons representing a graph, stars, a pie chart, and a ribbon badge, connected by dotted concentric lines.
Benchmarks

Graph Database Benchmark

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Graphic with network icons and the text: Merchant Fraud Is Coordinated. Your Detection Must Be Connected. TigerGraph logo appears at the top.
Videos & Podcasts
Sun 22 Mar 2026
Merchant Fraud Is Coordinated. Your Detection Must Be Connected
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A digital graphic by TigerGraph titled 50 Signals of Entity Resolution Failure shows connected user icons with labels such as DUPLICATE, MERGE, SLIT, and CONFLICT, representing data issues in a network.
Reports & Whitepapers
Tue 10 Mar 2026
50 Signals of Entity Resolution Failure
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A graphic from TigerGraph showing AI icons with warning signs on the left and connected banking-related icons on the right, illustrating how Banking AI architecture with graph for RAG and LLM systems supports success. Text: Why Banking AI Fails Without Graph: The Missing Layer in RAG and LLM Systems.
Videos & Podcasts
Sun 22 Feb 2026
Why Banking AI Fails Without Graph: The Missing Layer in RAG and LLM Systems
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Event graphic with a purple and pink Clarion Events logo on the left and white text reading fraud leaders summit overlaying a faded image of the London Eye and city skyline in the background.
Webinars & Events
Sat 21 Feb 2026
Feb 23-24th- Fraud Leaders Summit – London, UK
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A digital graphic with the TigerGraph logo and text: Build Your First AI-Ready Graph App in 30 Minutes with TigerGraph Savanna. Stylized icons of a laptop, code, and gears are set against a blue background.
Videos & Podcasts
Wed 4 Feb 2026
Build Your First AI-Ready Graph App in 30 minutes
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A network diagram shows connected icons representing banks, alerts, a phone, masked criminals, and money. The TigerGraph logo is at the top left. Text reads: Beyond Transactions: Why Graph + AI is Redefining Financial Crime Detection.
Videos & Podcasts
Wed 4 Feb 2026
Beyond Transactions: Why Graph + AI is Redefining Financial Crime Detection
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A dark blue network diagram with icons of banks, people, and dollar signs connected by lines, featuring warning triangles. Text reads: 50 Graph-Based Risk Signals for AML and Financial Crime. TigerGraph logo in the top left corner.
Reports & Whitepapers
Wed 4 Feb 2026
50 Graph-Based Risk Signals for AML and Financial Crime
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A digital infographic from TigerGraph shows networked icons for security, money, and users, highlighting benefits like network visibility, connected analysis, and defensible decisions in fraud and AML risk detection with graph technology.
Reports & Whitepapers
Wed 4 Feb 2026
Fraud, AML and the Next Generation of Risk Detection with Graph Technology
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Infographic with TigerGraph logo, diagrams for graph retrieval and vector similarity, an orange AI circle, and a checklist for hybrid retrieval. Title reads: Mastering GraphRAG: A Practical Guide to Hybrid Retrieval for Enterprise AI.
Reports & Whitepapers
Wed 4 Feb 2026
Mastering GraphRAG: A Practical Guide to Hybrid Retrieval for Enterprise AI
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A table showing identity risk signals with colored alerts, next to a network graphic with orange warning icons. Text: 50 Identity Risk Signals for KYC, KYB, and Due Diligence. TigerGraph logo is in the corner.
Reports & Whitepapers
Wed 4 Feb 2026
50 Identity Risk Signals for KYC, KYB, and Due Diligence
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A digital graphic shows the TigerGraph logo, abstract blue nodes connected by lines, and orange dots over a dark background. The text reads: Hybrid AI Infrastructure: How Graphs and Vectors Power Next-Gen Enterprise Applications.
Reports & Whitepapers
Tue 3 Feb 2026
Hybrid AI Infrastructure- How Graphs and Vectors Power Next-Gen Enterprise Applications
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A network diagram shows icons for banks, users, money, and security connected to a central alert symbol, representing real-time AI detection of financial crime. The TigerGraph logo is in the top left corner.
Videos & Podcasts
Wed 17 Dec 2025
Financial Crime in the Age of AI: How Connected Intelligence Enables Real-Time Detection
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Infographic titled From Data to Decisions: How Knowledge Graphs Transform Banking Intelligence in Real Time with icons representing people and devices connected by labeled arrows, illustrating data relationships. TigerGraph logo in top left.
Videos & Podcasts
Wed 19 Nov 2025
From Data to Decisions: How Knowledge Graphs Transform Banking
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Event panel image titled Crouching Data, Hidden Errors featuring portraits of five panelists with their names, titles, and companies, focusing on uncovering hidden data errors to improve fraud detection and decision-making.
Webinars & Events
Tue 18 Nov 2025
CDO Mgz NYC Leadership Summit
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TigerGraph visual showing connected data nodes and analytics icons representing how graph algorithms uncover hidden relationships, fraud patterns, and insights in banking.
Reports & Whitepapers
Thu 6 Nov 2025
Graph Algorithms in Action: Unlocking Hidden Insights in Banking
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A soft gradient background transitioning from pale blue at the bottom to white at the top. The image is abstract and conveys a serene and calm atmosphere.
Cover of a book titled Graph-Powered Analytics and Machine Learning with TigerGraph by Victor Lee, Phuc Kien Nguyen, and Alexander Thomas. The cover features an illustrated insect and an OReilly logo.

Graph-Powered Analytics And Machine Learning with TigerGraph

A practical guide that shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available.

Cover of a book titled Graph-Powered Analytics and Machine Learning with TigerGraph by Victor Lee, Phuc Kien Nguyen, and Alexander Thomas. The cover features an illustrated insect and an OReilly logo.
Download O’Reilly Book
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Ready to Harness the Power of Connected Data?

Start your journey with TigerGraph today!