The Algorithmic Bias Lab is the research and education division of BABL AI, a consultancy with deep expertise in the ethical production and deployment of artificial intelligence. With the goal of helping organizations build trust with stakeholders and the public in light of growing concerns of the misuse of these technologies, e’ve developed a holistic framework for evaluating/ auditing algorithms based:
This lab offers training courses on a variety of topics related to the ethical auditing and evaluation of algorithms. Despite our name, we recognize that bias is only part of the story, and this lab conducts research and outreach to develop and operationalize these principles in a way that gives everyone a voice in how AI should affect our lives.
Course Package Deal
AI and Algorithm Auditor Certificate Program
This packages all 5-courses into a certification program for AI and Algorithm Auditors, and also includes the bonus mini-course “Finding your place in AI ethics consulting” for free.
Note: Anyone can take the courses and get certificates of completion, but only staff or contract Algorithm Auditors working with BABL AI will obtain a certification after an exam and exit interview for each course.
Discounts for all offered courses and package deals are available for currently enrolled university students and qualified organizations. Contact us for more information.
Finding your place in AI ethics consulting
Algorithmic Risk & Impact Assessments
This course teaches you a systematic approach to algorithmic risk and ethical impact assessments, which is a necessary skill for practitioners in the space of emerging technology.
AI Governance and Risk Management
This course works covers topics in AI governance, risk management, and regulations of algorithmic systems needed for AI auditors.
Algorithms, AI & Machine Learning
Bias, Accuracy, and the Statistics of AI Testing
This course works covers topics in technical testing of AI and algorithmic systems needed for auditors.
Algorithm Auditing & Assurance
This course works covers topics in AI and algorithm audit and assurance.
A case study that is focused on auditing AI systems used for making employment decisions in the human resources (HR) sector, with a primary focus …