DSAFS® Standards

Committees

DSAFS® is founded on the belief that clients are best served by data science and analytics professionals whose skills and knowledge are current; that a professional’s dedication to ongoing professional development is a hallmark of excellence; and that providing a measure of that dedication helps professionals to distinguish themselves and helps their clients make informed decisions.

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DSAFS® Exam Committee Responsibilities:

To fairly and honestly represent the best interests of the client, ensuring that every recommendation and decision is guided by transparency, integrity, and a deep understanding of the client’s goals and challenges. This involves actively listening to client needs, providing tailored solutions backed by evidence and industry best practices, and maintaining open communication throughout the process. By prioritizing the client’s objectives and acting as a trusted advisor, we aim to build long-lasting relationships based on mutual respect, trust, and measurable success.

1. Maintain psychometric and delivery standards.

2. Work with the Certification Standards Committee to determine grading structure.
3. Determine content and validity of DSAFS® exam items for:

  • Data Analytics
  • Data Science
  • Artificial Intelligence 
  • Machine Learning 
  • Predictive Analytics
  • Statistical Analysis
  • Big Data Analytics
  • Data Visualization
  • Data Mining
  • Natural Language Processing 

DSAFS® Academic Standards Committee:

  • Approve academic standards for courses and registered education providers.
  • Approve content of Learning Objectives Documents.
  • Approve content of Body of Knowledge.
  • Approve methodologies and services used to evaluate curriculum, courses, and education providers.

Certification Standards Committee:

  • Determine requirements for DSAFS® certification, including exam requirements, recertification, PDUs, minimum hours & education.
  • Determine the DSAFS® Code of Ethics.

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