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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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A network diagram with icons representing banking, security, users, and money, showing interconnected nodes on a light background. Text reads: Architecting AI That Banks Can Trust: Why Knowledge Graphs Are the Missing Layer. TigerGraph logo is in the top left.
Videos & Podcasts
Sun 17 May 2026
Architecting AI That Banks Can Trust: Why Knowledge Graphs Are the Missing Layer
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A network diagram with an orange center icon connected to various financial and technology icons, with the TigerGraph logo and the title Connected Intelligence: How Graph + AI are Redefining Fraud, Identity, and Trust in Financial Services.
Reports & Whitepapers
Thu 14 May 2026
Connected Intelligence: How Graph + AI are Redefining Fraud, Identity, and Trust in Financial Services
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TigerGraph graphic titled “Your AI Can’t See Fraud. Here’s Why” shows reasons like single event, fragmented data, partial picture, and missed fraud. Includes portraits of Rohit Chauhan and Victor Lee, and network icons.
Videos & Podcasts
Fri 8 May 2026
Your AI Can’t See Fraud. Here’s Why
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TigerGraph promotional graphic with the headline Agentic AI for Fraud Detection with Graph Database: Instantly Build, Operate, and Query Graphs with TigerGraph, featuring network icons connected by lines on a blue background.
Videos & Podcasts
Fri 17 Apr 2026
Agentic AI for Fraud: Instantly Build, Operate, and Query Graphs with TigerGraph
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A digital graphic with network icons and lines illustrates fraud detection. The TigerGraph logo appears in the top left. Text reads: Stop Coordinated Fraud and Protect Revenue at Scale with Graph, next to icons for exposing fraud networks and protecting merchants.
Reports & Whitepapers
Fri 3 Apr 2026
Stop Coordinated Fraud and Protect Revenue at Scale with Graph
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A digital graphic with the TigerGraph logo and the text: From Tables to Intelligence: Building AI-Ready Graphs from Enterprise Data. Icons represent tables, records, system, and logs linking to a connected graph network—building graphs from enterprise data.
Videos & Podcasts
Mon 23 Mar 2026
From Tables to Intelligence: Building Graphs from Enterprise Data
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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 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?

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