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To Foster the Mission of DataEthics4All, we have thoughtfully designed Programs for each of our 5 Key Stakeholders: Youth, Leaders, Enterprise, Startups and Partners.

Our Programs.

Through the DataEthics4All Programs we’re enabling difficult discussions so that we can come to a common understanding of what is considered right from wrong, especially when it comes to:

1. Building Responsible Tech with Ethics woven into the Fabric by Design

2. End-to-End Data Governance across Organization to ensure Ethical Data Use.

3. Cognitive Diversity and Inclusion in Human Oversight for Building and Auditing the next generation of AI Models and Systems.

Come Join Us in Building Racial Equity through Tech.


Our Youth need to be aware and educated on the Ethics of Data Science and the Dangers of using Data Science without Ethical Considerations in order for them to become better citizens and business leaders of tomorrow.

DataEthics4All’s AI Youth Council consisting of young and brilliant Youth Leaders who under the guidance of the Youth Advisory Council have started some great Initiatives such as the Ethics4NextGen AI Global Youth Squad and the FREE STEM Youth Tutoring Club.

The Ethics4NextGen AI Global Youth Squad makes it easy for any Middle and High School in the World to start a new Ethics and AI Club at their local school. By joining the DataEthics4All Ethics4NextGen AI Global Youth Squad, they instantly get to meet a community of global peers, get access to specifically designed Ethics and AI Curriculum for Youth, invitation to special Youth events, discussions, debates, Speaker Series and more.

All students currently in Grades 7-12 are invited to join the DataEthics4All Ethics4NextGen AI Global Youth Squad.

The DataEthics4All FREE STEM Tutoring Club hopes to provide FREE Tutoring to Students in Grades 7-12 in important STEM Subjects like Mathematics, Science, Programming and even College Prep: Essay Review.

This is an effort to help and support the underprivileged and underrepresented youth from impacted Communities as well as students who are feeling left behind due to COVID-19 and distant learning.

Come Join Us in Breaking Barriers of Entry in Tech.


We have an array of Programs designed especially for the Leaders who believe in the Ethics of Data Science.

These Leaders are C-Suite Executives, AI Researchers, Data Scientists, Engineers, Techno nerds, Marketers, Policy Makers, Law Keepers, Attorneys, Healthcare Professionals, Financial Wizards, Ethicists, Philosophers, Educators who come from different socioeconomic backgrounds, age, gender, experience, expertise, geo-locations, and ethnicity.

Some of our Programs include the World’s 1st Independent Data Ethics Advisory Council for responsible development of Ethics in Data Science, a Youth Advisory Council to guide our Policy, Ethics and Technology Programs for Youth, a Leadership Council that helps with all the DataEthics4All Programs execution, and the DataEthics4All Community consisting of 700+ Global Leaders at the intersection of Policy, Ethics, Data, Technology and Social Good.

Besides these, we also have a Think Tank that promotes AI Research in Justice, Policy, Ethics and Technology as well as the Data Ethics Institute that offers Master Classes in subjects related to Ethics, Predictive Policing, Data Visualization, Artificial Intelligence, Natural Language Processing, Data Pre-processing, etc.

Come Join Us in Building Cognitive Diversity in Tech.


We invite Companies interested in becoming Data Ethics First Organizations to take advantage of the DataEthics4All’s Enterprise Programs. 

One such Program is the Ethics4NextGen AI Council. By nominating yourself or your Peer to earn a seat at the Council’s table, your Company will be eligible for DataEthics4All’s Corporate Membership.

Corporate Memberships come with several exclusive perks such as private VIP events on strategy discussions around AI Frameworks and their implementations, putting end to end Data Ethics Governance’s in place and How to Build Responsible Technology.

Corporate Members also get unlimited DataEthics4All Community Memberships for employees, access to Master Classes in the Data Ethics Institute as well as Partnering with us on Social Impact AI Projects and Research in the DataEthics4All Think Tank and the Ethics4NextGen Open Innovation AI Accelerator.

Come Join Us in Building the Next Generation of Responsible AI Technology.


We invite Startups interested in building the next generation of Inclusive Technology and AI Systems for scaling the Impact of Social Good to take advantage of the DataEthics4All’s Ethics4NextGen Open Innovation AI Accelerator.

Our Program is unique as it welcomes Teams from Idea Stage, all the way up to Growth and even Series Funding to apply.

One big Criteria of Selection and Acceptance into our Program is that the Problem Statement and the Magic Solution should bring Social Impact or the Direct Beneficiary of your Problem/ Solution should help the Society as a whole, or the Impacted, Minority or Marginalized Communities.This could be but not limited to BIPOC, LGBTQ and others.

Come Join Us in Building Racial Equity in Society by Joining the Ethics4NextGen Open Innovation AI Accelerator.


We invite Academic, Nonprofit and Government Agencies to Partner with us in Building Racial Equity in Society through Tech.

Whether you have a Data Problem, would like to implement AI Framework at your Organization, want to derive Insights from your Data Ocean, have an AI Research Project in mind or would like to collaborate on building a Responsible Technology Platform or an APP, we’d love to work with you.

Come Join Us in Building Cognitive Diversity in Tech.

Responsible development of Ethics in Data Science.



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