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The WDSAI Faculty Excellence Exchange connects faculty from WDSAI-approved institutions with leading practitioners shaping Data Science and Artificial Intelligence across industries globally.

Through expert-led sessions, faculty gain direct exposure to emerging technologies, workplace practices, and evolving capability requirements, helping them strengthen curriculum, teaching, and student preparation for the future of work.

A Distinguished Fellowship for Data Science and AI Educators

Earn the Distinction of Fellowship

Faculty who successfully complete the Faculty Excellence Exchange may become eligible for Fellowship of the World Data Science & AI Initiative, a distinguished professional recognition for educators advancing the quality and relevance of Data Science and AI education.

The Fellowship recognizes faculty who demonstrate that insights gained through the Exchange have been meaningfully applied to curriculum, teaching, assessment, or student learning within their own institutions.

Eligibility for conferral is assessed by an academic and industry panel against the Faculty Practice Standards, jointly developed and maintained by DASCA and ARTiBA. The review considers both sustained participation in the Exchange and evidence of academic practice.

AFWDSAI — Associate Fellow of the World Data Science & AI Initiative badge
FWDSAI — Fellow of the World Data Science & AI Initiative badge

Successful faculty are conferred the designation of Fellow of the World Data Science & AI Initiative. Faculty at an earlier stage of their academic careers may be considered for the Associate designation. Each Fellow receives an official conferral document, a verifiable digital badge, and inclusion in the WDSAI Register of Fellows.

Program Cycle

01Rethinking the AI-Era Teaching Approach
02Teaching Machine Learning, Deep Learning and Applied AI
03Teaching Generative AI, Large Language Models and Agentic AI
04Assessment of Data Science AI Knowledge, Capability and Academic Integrity
05Data Science AI Laboratory, Project and Experiential Learning Design
06Production-Grade Data Science AI Tools and Workflows
07Responsible Data Science AI, Ethics and Governance
08Data Science & AI Curriculum Design
09Bridging Classroom to Career: Industry Roles, Research, and Entrepreneurship
10Data Science & AI Continuous Teaching Improvement
Cycle length
Ten months
Format
Live online
Sessions to attend
Ten, one in each core area
Scheduling
One session each month
Session length
Ninety minutes
Time zone
UTC
Implementation Note
Within 30 days of each session
Practice Paper
Within 90 days of your final session

Dates are confirmed ahead of each session.

Apply to the Exchange

Participation by Institutional Nomination

The WDSAI Faculty Excellence Exchange is exclusively available to faculty members of institutions approved by the World Data Science & AI Initiative (WDSAI).

Faculty may participate only through an official institutional nomination or an invitation issued through their approved institution. Individual applications from faculty members who are not associated with a WDSAI-approved institution are not accepted.

Nominated faculty may complete their registration after receiving the official invitation or nomination confirmation from their institution.

Introduce the Exchange to Faculty Beyond Your Institution

Know an educator at another university or institution who should be part of this global faculty community?

You may refer faculty peers, academic contacts, and educators in your professional network to the WDSAI Faculty Excellence Exchange. WDSAI will contact them with information about the Exchange and explain how their institution can join the World Data Science & AI Initiative, enabling eligible faculty to participate through institutional nomination.

A referral is an introduction, not a nomination or confirmation of admission. Participation becomes available once the faculty member’s institution is approved by WDSAI and formally nominates them for the Exchange.

Refer a Faculty Member →

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Fellows’ dashboard

Sessions, Implementation Notes and progress toward conferral. Sign in with the address you registered.

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Verify a Fellow

Every conferral is recorded permanently. Check a credential number against the Register of Fellows.

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DASCA
ARTIBA

WDSAI Faculty Excellence Exchange · An initiative of WDSAI · Standards partners: DASCA and ARTiBA