Learn IRI Software

• Installation
• IRI Workbench
• Data Discovery
• Data Integration
• Data & Database Migration
• Data Governance
• Analytics & BI

Self-Directed Learning Site for IRI Software

This page links you to free, self-help content in the many data management objectives that IRI software products can help you achieve.

Please note that:

1. All IRI software users, from freemium to licensed subscribers, can access this material.  Only supported users, however, can get help from IRI beyond this content.
2. The IRI software product or licensing agreement you have may or not support the functionality, or entitle you to support for that feature even if the feature itself is enabled in your product. For more information, please refer to this product-feature matrix.
3. Additional training materials are available on request, custom designed for your company's requirements and certification-oriented learning. Please describe your material requirements below and an IRI services representative will contact you.

IRI Product Installation

• IRI Workbench-Supported Products
• IRI Chakra Max Database Firewall

IRI Workbench - General

• Getting Started
• DB Setup (J/ODBC Connections)
  • Connection registry
  • DSN files
  • Multi-Table Filtering
• Job Design Methods
  1. New Job Wizards (see Welcome > First Steps)
  2. Dialogs (use ? for in-context Help)
  3. Script Editor & Outline (see product manuals for syntax)
  4. Workflow (Palette)
  5. AnalytiX DS Mapping Manager
  6. Building Jobs in Your Apps via Gulfstream API
• Flow Design (how-to articles for Voracity ETL and other batch jobs)
  • Creating a Work Flow Using Existing Job (SortCL, etc.) Scripts (3 parts)
  • Creating a Work Flow from a Wizard (2 parts)
  • Creating a Work Flow from the Palette (2 parts)
    • Demo video
• Job Deployment
  • Command Line / Wicked Shell
  • Single Job Execution Options
  • Batch Job (Work Flow) Execution Options
  • Creating & Executing SQL Statements
  • Remote Connection/Executions
  • Running Voracity Jobs in Hadoop
    • ​When to Use Hadoop
      • Connecting to HortonWorks/Ambari
      • Connecting to Cloudera
      • Connecting to MapR
• Job Scheduling
  • Voracity/Eclipse Task Launcher
  • Oracle Job Scheduler
  • Stonebranch UAC

Data Discovery

• DB Profiling
• ER Diagramming
• Flat-File Profiling
• Dark (Unstructured) Data Search/Structure/Profile
• Multi-Table Filtering
• Structured Metadata Discovery
• Data Classification
  • Applying (Masking or other) Rules to Classified Data
  • Demo video
• Schema-wide Data Class Search
  • Multi-Schema/DB Data Class Masking
• Schema-wide Pattern Search
  • Schema Pattern Search to Data Class Association
• Metadata Search (via Git)
• PII Scanning in IRI Chakra Max (for DB audit log use)

Data Integration

• Data Integration Architectures (and Voracity's applications)
  • Enterprise Data Warehouse 
  • Logical Data Warehouse
  • Operational Data Store / Enterprise Data Hub
  • Production Analytic Platform (4-part series)
  • Data Lake
  • ETL vs. ELT
• ETL Job Design (see IRI Workbench > Flow Design above)
• ETL Execution (see IRI Workbench > Job Deployment above)
• Faster Extraction
• Data Transformation
  • Date Masking
  • Filtering
  • Sort/Join/Aggregate
  • Inner Join
  • Left Outer Join
  • Sort
  • Summary Aggregation
    • IoT edge aggregation demo (video)
  • Row-Column Pivoting
  • Set Lookups
• Fast Loading
• Change Data Capture
• Slowly Changing Dimensions
• DB-Specific Optimization (see tabs)
• Voracity ETL Workflow (wizard mode video; see Flow Design above)
  • Oracle to MongoDB Example
• Voracity ETL Job Preview (via live or test data)
• Legacy ETL Optimization
  • ​Accelerating Informatica
  • Accelerating DataStage
  • Accelerating Pentaho
  • Accelerating Talend
• Legacy ETL Tool Migration (via AnalytiX DS CATs)
  • Re-platforming Informatica

Data & Database Migration

• File-Format Conversion
• Database Migration
• Database Subsetting
• Basic Data Replication
• Incremental Data Replication
• Data Federation
• Schema (Relational to Star) Migration
• Vision File Conversion
• XML (Complex) Parse/Process

Data Governance

• Data Masking
  • Dynamic Data Masking (DDM)
    • IRI FieldShield in DB Apps
      • Java & Hadoop (API) 
        • FieldShield ("Sandkey") SDK
    • IRI Chakra Max (DB Firewall)
  • Static Data Masking (SDM)
    • Single source masking demo (video)
    • Multi-table masking demo (video)
    • DB Data Class Masking
    • Which Data Masking Function Should I Use?
      • Blurring (Random Noise)
      • Bucketing (Generalization)
      • Encryption
      • Hashing
      • Pseudonymization
      • Redaction
      • Tokenization
    • Multi-Table Masking (& Referential Integrity)
      • Rule-based 
      • Class-based
        • Classification & masking demo (video)
    • Discrete Sources & Types
      • Cassandra
      • CSV
      • Dates & Ages
      • Excel
      • HL7
      • MongoDB
      • NIDs / SSNs
      • NRIC
      • Pentaho
      • Splunk
      • Web Logs
  • Re-ID Risk Determination
    • Risk scoring wizard & blurring intro (video)
    • HIPAA Data Certification course
• DB Firewall (IRI Chakra Max DAM/DAP-DCAP)
  • Data Security Governance
  • Training Syllabus
    • Policy Setting & Dynamic Data Masking
    • Monitoring & Alerts
    • Auditing
    • SIEM/SOC Integration
• Data Quality
  • Filter & De-Duplication
  • Fuzzy Searching
  • Data Validation
  • Data Unification (Homogenization, Reconciliation)
  • Finding Busniness Rule Violations
  • Finding Format Errors
• Master Data Management (MDM)
  • MD Consolidation
  • MDM Registry (pending)
  • Alternative (via GIT)
• Metadata Management
  • Teamwork (via GIT)
    • Version Control
    • Lineage (via Git)
    • Lineage & Impact Analysis (via Erwin/ADS)
    • Data & Metadata Lineage (built-in, pending)
    • Asset Security (via Git)
• Role Based Access Controls (RBAC)
  • AD-compatible IAM (pending)
• Test Data Management (TDM)
  • Goal Setting & Team Building
  • Test Data Needs Assessment
  • Test Data Generation & Provisioning
  • Test Data Sharing & Persistence
• Test Data Generation, for:
  • RDBs via data masking (see SDM above)
  • RDBs via auto-parse/populate/generate
  • RDBs via masked subsets
  • Single files via the job wizard
  • Specific formats or data classes
    • COBOL files
    • Customer (transaction) data
    • Personally Identifiable Information (PII) (fake PII for DevOps)
    • Credit Card Numbers
    • NIDs (US & Korea SSNs, Italy CF, Netherlands BSN)
    • UUIDs/GUIDs
    • Cassandra
    • MongoDB
    • Teradata
  • Java & Hadoop (API)
    • RowGen ("Outrigger") SDK
  • Weighted distributions

Analytics & BI

• Embedded BI
  • see report examples in CoSort manual (SortCL program)
• IoT Edge Aggregation
• Change Data Capture
• Slowly Changing Dimensions
• Predictive Analytics
• Clickstream Analytics
• BIRT integration
• Splunk Add-On
• Data Wrangling for BI & Analytic Tools (see tabs)
• DWDigest (cloud dashboard, pending)
• KNIME Analytics (in IRI Workbench w/Voracity, pending)
• JupiterOne (streaming/sentiment analytics, pending)