Per Gartner, ‘85% of machine learning projects fail’ – and that trend is expected to continue…
Despite all the recent attention that my co-author, ChatGPT is getting, per Gartner, 85% of Machine Learning (ML) projects fail –and the trend is expected to continue for a few more years. CIOs and business leaders are wound around all the social media hype and overselling by vendors. In reality, AI/ ML projects require thoughtful planning, a relevant technical framework, trainable data sets, and a process that is deliberate about expected features v. actual outcomes, backed by a fast, iterative path to push the latter closer to the former.
Download the MLSecOps White Paper, by Bälaji Ramanujam to access an overview of MLOps and its key components.
About the Author
Bälaji Ramanujam is the Senior Vice President of Technology for Business Integra. His background as a CIO/CTO serves him well as he drives customer experience, exponential growth, and enterprise value by leveraging technology, operational controls and enterprise optimization. His work delivers integrated performance of emerging technology and legacy systems, and he employs AI/ML, Mobile, Cloud, Lean Startup, OKR, Agile, DevSecOps, CI/CD to drive engineering, product delivery and governance across globally scalable solutions. Bälaji serves BI customers with his proven ability to share business and technical vision, gain board and executive support, champion new UX concepts, and partner with functional teams and business units while driving toward a common purpose.
Business Integra is an award-winning, global provider of information technology, cybersecurity, aeronautic engineering, scientific and mission support services. We are committed to producing efficient and ethical results that cut costs, reduce risks, secure data, and advance human progress via cybersecurity, IT, engineering and mission support services.
HOME | NEWSJULY 26, 2023 | THOUGHT LEADERSHIPWith vigilance and supporting expertise, agencies can safeguard federal data effectively against cyber threats.In our digital world, data privacy and security are of paramount concern. As we navigate an increasingly...