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Resources

Best Data-Related Certifications

Author: Data Strategy Professionals team | Last Update: Dec 1, 2025

Aim higher with your career ambitions for 2026. This list of seven top certifications spans a variety of data-related domains from Data Management to Data Engineering. Check out our report to learn how to attain the credentials to break into a new field or accelerate your career trajectory.

AI Governance Frameworks

Author: Mac Jordan | Last Update: Sep 2, 2025

Value potential of seven leading frameworks drawn from public and private sector institutions. AI Governance Frameworks Comparison post 5 of 6.

Should You Take the Certified Analytics Professional (CAP) Exam?

Author: Nicole Janeway | Last Update: May 20, 2025

Will this analytics credential help you stand out in the crowded field of decision science?

group of people having a meeting in the office

AI Governance Framework Comparison Series Methodology

Author: Mac Jordan | Last Update: Mar 21, 2025

Understanding assessment methodology and limitations. AI Governance Frameworks Comparison post 6 of 6.

Importance of AI Governance

Author: Mac Jordan | Last Update: Mar 5, 2025

Understanding the systems for mitigating AI risks and maximizing benefits. AI Governance Frameworks Comparison post 4 of 6.

Adoption of AI Systems

Author: Mac Jordan | Last Update: Feb 24, 2025

Exploring growth, barriers, and strategic priorities in AI system adoption. AI Governance Frameworks Comparison post 2 of 6.

AI Risks and Trustworthiness

Author: Mac Jordan | Last Update: Feb 21, 2025

A discussion of how AI Governance can address potential harms from AI systems. AI Governance Frameworks Comparison post 3 of 6.

Introduction to AI Governance Frameworks

Author: Mac Jordan | Last Update: Feb 19, 2025

A brief introduction to seven leading AI Governance frameworks from public and private sector institutions, offering strategic insight on how to effectively deploy and operate AI systems. AI Governance Frameworks Comparison post 1 of 6.

Comparison of Data Management Maturity Assessments (DMMA)

Author: Data Strategy Professionals team | Last Update: Feb 17, 2025

A comprehensive evaluation of the different models for assessing Data Management maturity.

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Business Value of Leading AI Governance Frameworks

Author: Mac Jordan | Last Update: Dec 7, 2024

AI Governance frameworks can help ensure that AI systems are as ethical, accountable, and transparent as possible.

Changes to DMBOK v2 Revised

Author: Xolani Holomisa | Last Update: Dec 6, 2024

A detailed look at important updates to specific chapters of the DMBOK v2 Revised.

Why the CDMP is the Best Certification for Data Strategists

Author: Nicole Janeway | Last Update: Dec 6, 2024

A practical introduction to the most valuable credential in Data Management.

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Essential Guide to the CDMP Specialist Exams

Author: Nicole Janeway | Last Update: Nov 12, 2024

Everything you need to know to attain the Practitioner and Master level certifications.

Data Owner vs. Data Steward vs. Data Trustee

Author: Nicole Janeway | Last Update: Nov 12, 2024

We'll explore how to select the right job title for your Data Management team based on the history and connotations associated with different titles.

Comparison of CDMP and DCAM certifications

Author: Nicole Janeway | Last Update: Sep 14, 2024

Which certification is better for your career goals? Should you pursue the Certified Data Management Professional (CDMP) or the Data Management Capability Assessment Model (DCAM) accreditation?

Strategies for a Data Valuation Assessment

Author: Nicole Janeway | Last Update: Aug 12, 2024

A variety of thought experiments to quantify the value of data and data-related work.

Foundations of Data Strategy

Author: Nicole Janeway | Last Update: Aug 1, 2024

Learn the steps to roll out an effective Data Management initiative by mastering Data Governance, Data Quality, Data Architecture, and more.

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CDMP Study Guide

Author: Mac Jordan | Last Update: Jun 8, 2024

Preparing for the Certified Data Management Professional (CDMP) Fundamentals Exam can be a daunting task for data practitioners. With over 500 pages in the DMBOK that span 14 Data Management knowledge areas, there's a lot to remember.

An Introduction to Data Science for Technology Leaders

Author: Nicole Janeway | Last Update: Jun 4, 2024

Leverage machine learning capabilities to fulfill your organization's mission statement.

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Data Analyst vs. Data Scientist vs. Machine Learning Engineer

Author: Nicole Janeway | Last Update: Jun 4, 2024

Explore the distinctions between these common job titles with the analogy of a track meet.

Why the Pomodoro Technique is so Effective for Data Practitioners

Author: Nicole Janeway | Last Update: Jun 4, 2024

This time management method can help increase productivity and focus while making work more fun and less stressful.

How to Write a Data Governance Charter

Author: Nicole Janeway | Last Update: May 8, 2024

This crucial document outlines the core strategy and processes related to the exercise of control and authority over an organization's data assets.

Free CDMP Practice Questions

Author: Nicole Janeway | Last Update: May 2, 2024

What is the format of the CDMP exam? What types of questions can you expect? Plus, tips and tricks for passing the exam.

Online Research Tools for Data Practitioners

Author: Data Strategy Professionals team | Last Update: Apr 4, 2024

How Data Management professionals can benefit from technical tools for productivity and speed to insight.

Toward Data-Driven Decision-Making

Author: Data Strategy Professionals team | Last Update: Mar 30, 2024

In this writeup, we explore the increasingly prominent role of data in effective decision-making.

Data Management Job Market Projections

Author: Data Strategy Professionals team | Last Update: Mar 28, 2024

An exploration of how AI is redefining data-related roles. While the past year has seen an explosion in the use and capabilities of AI, we'll help you understand what the AI gold rush means for the Data Management job market.

Data Strategy Best Practices

Author: Data Strategy Professionals team | Last Update: Mar 28, 2024

The most effective ways to manage and leverage your data to achieve your organization's objectives.

CIPP/E Update from IAPP — What Changed in October 2023

Author: Nicole Janeway | Last Update: Oct 2, 2023

Ensure you're fully prepared to attain the most valuable credential in Data Privacy & Protection.

A National Model for Data Management Standards

Author: Nicole Janeway | Last Update: Aug 19, 2023

Saudi Arabia has developed new standards based on the DMBOK to help organizations manage their data effectively.

How Data Strategists use the Aiken Pyramid to Structure their Work

Author: Nicole Janeway | Last Update: Aug 13, 2023

The optimal structure for prioritization and communication.

Comprehensive Guide to the Data Warehouse

Author: Nicole Janeway | Last Update: Apr 20, 2023

Data analysis can't start until the data cleaning process is complete. Learn about the role of the data warehouse as a repository of analysis-ready datasets.

a professional man with his arms crossed

Are we ready for an Oath for Data Practitioners?

Author: Nicole Janeway | Last Update: Nov 22, 2021

Just as we have best practices for setting up a database or creating a machine learning model, Data Practitioners should be bound to a set of rules when it comes to ethical conduct.