Appendix 2
Analytics Abbreviations and Acronyms
- 3DM – Data-Driven Decision Making
- AI – Artificial Intelligence
- ACID - Atomicity, Consistency, Isolation, and Durability
- ADKAR - Awareness, Desire, Knowledge, Ability, and Reinforcement
- ANSI - American National Standards Institute
- API - Application Programming Interface
- ARIMA - AutoRegressive Integrated Moving Average
- ARTS - Association for Retail Technology Standards
- B2C - Business to Consumer
- BA - Business Analytics
- BI - Business Intelligence
- BP – Best Practice
- CART - Classification and Regression Trees
- CCPA - California Consumer Privacy Act
- CDO - Chief Data Officer
- COBIT - Control Objectives for Information and Related Technologies
- CoD – Cost of Delay
- COTS - Commercial-off-the-shelf
- CRM - Customer Relationship Management
- CRUD: Create, Read, Update, and Delete
- D&A - Data and Analytics
- DAM – Digital Asset Management
- DBMS - Database Management System
- DLC – Data Lifecycle
- DM – Data Monetization
- EAI - Enterprise Application Integration
- EDA - Exploratory Data Analysis,
- EDG - Enterprise Data Governance
- EDM – Enterprise Data Model
- EDIFACT - Electronic Data Interchange for Administration, Commerce, and Transport
- ERP - Enterprise Resource Planning
- ETL - Extract, Transform, and Load
- FAAMG - Facebook, Amazon, Apple, Microsoft, and Google
- FK – Foreign Key
- FMV - Fair Market Value
- GAAP - Generally Accepted Accounting Principles
- GDPR - General Data Protection Regulation
- HIPAA - Health Insurance Portability and Accountability Act
- IDM - Identity Management
- IFRS - International Financial Reporting Standards
- ISO - International Organization for Standardization
- IT - Information Technology
- IoT - Internet of Things
- KPI - Key Performance Indicator
- LoB - Line of Business
- LMA – Last Mile Analytics
- MAD- Monitor, Analyze, Detect
- MCCE - Mutually Exclusive and Collectively Exhaustive
- MD&A - Management Discussion and Analysis
- MDM - Master Data Management
- ML - Machine Learning
- MLR – Multiple Linear Regression
- NACS - National Association of Convenience Stores
- NLP – Natural Language Processing
- NPV – Net Present Value
- OLTP - Online Transaction Processing
- OLAP - Online Analytical Processing
- PCI DSS - Payment Card Industry Data Security Standard
- PIDX - Petroleum Industry Data Exchange
- PII - Personally Identifiable Information
- PIPEDA - Personal Information Protection and Electronic Documents Act of Canada
- PDPA - Personal Data Protection Act of Singapore
- PIDX - Petroleum Industry Data Exchange
- PoC – Proof of Concept
- PoS - Point of Sale
- PK – Primary Key
- PLM - Product Lifecycle Management
- RBAC – Role-Based Access Control
- RBF – Resource-Based Framework
- ROIC - Return on Investment Capital
- SaaS - Software-as-a-Service
- SCADA - Supervisory Control And Data Acquisition
- SIN - Social Insurance Number
- SoI - System of Insights
- SoR - System of Record
- SCA – Sustainable Competitive Advantage
- SOX – Sarbanes -Oxley Act
- SQL - Structured Query Language
- SSA – Self Serve Analytics
- SVM – Support Vector Machine
- TCO - Total Cost of Ownership
- TDWI - The Data Warehousing Institute
- TOGAF - The Open Group Architecture Framework
- UNSPSC - United Nations Standard Products and Services Code
- UPC - Universal Product Code
- VSM – Value Stream Mapping
- WACC – Weighted Average Cost of Capital