Data Science for All (DS4A) / Empowerment provides free, world-class data & analytics training and career opportunities to members of underrepresented communities. Our mission is to create equal access to the jobs of tomorrow.

With the support of our Employer Partners, Mentors, and Impact Partners, we are creating the largest…


In this blog series, we’re proud to shine a light on some of the top Capstone projects from the second graduating class of Data Science for All / Empowerment. …


In this blog series, we’re proud to shine a light on some of the top Capstone projects from the second graduating class of Data Science for All / Empowerment. …


In this blog series, we’re proud to shine a light on some of the top Capstone projects from the second graduating class of Data Science for All / Empowerment. …


Across industries, women hold less than 27% of Data Science and Analytics roles despite representing 47% of the U.S. workforce.

Among the women who land these jobs, many ultimately wind up dropping out of STEM careers altogether because they lack the support necessary to successfully navigate a field overwhelmingly dominated…


Across the data science industry, companies and HR departments are looking to recruit diverse data science professionals with the best of intentions, but all too often hit a brick wall when it comes to the talent pipeline itself. …


A necessary step in our ongoing national reckoning on systemic racism involves looking beneath the surface, down to the very data underpinning everything we do, from shopping online to applying for jobs. …


When it comes to building diverse and inclusive workplaces, HR professionals are on the front lines of ensuring everybody gets an equal opportunity, and uniquely positioned to impact the makeups of the companies they work for.

In the wake of the murder of George Floyd, and the subsequent national protest…


Mandlenkosi Sibanda (Mandla) is a recent graduate of Data Science for All / Empowerment and recently became a Certified Anaplan Model Builder through our Anaplan for All training program. In this guest blog post he shares his experience coming into the program, and what he gained from it. …

Correlation One

Attract, evaluate and train the best minds in data science, software engineering, and analytics. https://www.correlation-one.com

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