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MLOps Principles Part Two: Model Bias and Fairness
Welcome back to the second instalment of our two-part series – MLOps (Machine Learning Operations) Principles. If you missed part one, which focused on the importance of model monitoring, it can be found here. This blog explores the various forms that model bias can take, whilst delving into the challenges of detecting and mitigating bias, … Continue reading Using AI to Maximize Business Potential: A Guide to Artificial Intelligence for Non-Technical Professionals
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Published on: May 23, 2023
The GlobalLogic Academy Programme – a personal, introspective recollection
Ben Graham – Academy 2022 Graduate/Delivery Consultant I am currently in the DevOps capability for consulting and a recent graduate of the Academy 2022 programme which ran from September to December. I’d like to detail my thoughts on the process and share how my fellow graduates and I felt going on this journey. The GlobalLogic … Continue reading Using AI to Maximize Business Potential: A Guide to Artificial Intelligence for Non-Technical Professionals
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Published on: April 18, 2023
Seven steps to break down systemic gender barriers
Despite progress over the years, women are still significantly underrepresented in tech. Systemic gender barriers – such as unconscious bias, lack of access to education, and cultural norms – can make it difficult for women to break into the tech industry. But how do we break down these barriers? Follow our simple step by step … Continue reading Using AI to Maximize Business Potential: A Guide to Artificial Intelligence for Non-Technical Professionals
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Published on: April 4, 2023
MLOps Principles Part One: Model Monitoring
Machine learning (ML) has quickly become one of the most transformative technologies of our time – with applications in a wide range of industries, from healthcare and finance to retail and transportation. As organisations begin to adopt ML, they are facing new challenges arising from working with ML systems. Building, deploying and maintaining ML models … Continue reading Using AI to Maximize Business Potential: A Guide to Artificial Intelligence for Non-Technical Professionals
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Published on: March 31, 2023