Description

TigerGraph proven technology supports applications such as fraud detection, customer360, IoT, AI and machine learning to make sense.

Course Content 

1-Graph Studio Basics

Schema Design overview

• Creating vertices and edges
• Entity attributes

Data mapping and loading

• Upload local files
• Map data to vertices/edges

Load data

• Explore graph
• Simple selection
• Filtering by attributes

Graph patterns (no code query builder)

• Creating traversals
• Filtering by attributes
• Limit/Order by
• Attachments
• Save as a GSQL query

Write queries

• Adding new queries
• Exporting queries
• Installation
• Installed vs interpreted queries

2-Graph Studio in depth

Schema Design

• Multigraphs, global vertex types

Data mapping

• Filters
• Token functions
• Map widget

Explore Graph

• Find connections
• Find shortest path

Admin portal

• Service monitor breakdown
• Cluster monitoring
• Query monitor
• Logs
• User Management
• User creation
• User roles
• RestPP configuration
• GSQL Output File (demonstrate file download)

3-Data Modelling In depth functionality

Rule of thumb: What can be vertices? What can be edges?

• Choosing an edge type: Undirected? Directed? Reversed?
• Granularity of edge type
• Attribute or vertex?
• How to model time in a graph
• How to model hierarchical structure
• Multiple events/transactions between two entities
• Derived edges
• Design schema-based on use case

4-Data Modelling Use-case Study         –

• Supply Chain Use-case

5-Insights

What is TigerGraph Insights?

• Visualisation tools
• Graph widget
• Map widget
• Single value
• Table
• Pie chart
• Bar chart
• Line chart
• Inputs

Pattern builder

• Custom Filters
• Conditional styling
• Deep linking
• Global variables
• Embedding

6-GSQL Syntax and basics (Part 1)

Data types

• Variables
• Vertex set
• Accumulators (Accum, Post Accum)
• ListAccum
• SetAccum

7-GSQL Syntax and basics (Part 2)

• BagAccum
• MapAccum
• ArrayAccum
• HeapAccum
• GroupByAccum
• Tuples
• Control flow statements (IF,IF ELSE, ELSE, CASE WHEN, WHILE, FOREACH)

8-GSQL (Part 1)       Functions

• Aggregation functions
• Date-time functions
• Edge methods
• JSON array functions
• JSON object functions
• Mathematical functions
• String functions
• Type conversion functions
• Vertex functions

9-GSQL (Part 2)       Miscellaneous functions

• Sub-queries
• Recursive sub-queries
• FILE object and output to file
• LOADACCUM
• User defined functions (UDFs)
• Exceptions
• Default exceptions
• User defined exceptions
• Define exception

10-GSQL  (Part 3)

GSQL Shell

• GSQL Shell (Tigergraph Suite)
• Schema loading jobs
• define a graph schema
• modify a graph schema
• Data loading
• RestAPI
• GSQL

11-RestAPI / Gadmin / Authentication –

RestAPI endpoints

• Authentication methods
• Accessing gadmin
• Accessing logs
• Searching logs
• Restarting services
• Backup/restore

12-Graph Algorithms

• Run-down of the open-source algorithm library and their uses.

Locus IT Academy has more than a decade experience in delivering the training on TigerGraph-Graph Analytics for corporates across the globe. The participants for the training on TigerGraph-Graph Analytics are extremely satisfied and are able to implement the learnings in their on going projects.