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Data Quality Best Practices to Discover the Hidden Potential of Dirty Data in Health Care

Dirty data – data that is inaccurate, incomplete, or inconsistent – costs the U.S. $3.1 trillion per year, according to IBM. Along with the staggering cost, it prevents health care stakeholders from realizing the enormous potential value that they could be realizing from downstream analytics, including population health management, value-based care, and digital health. Health plans will […]

Finding the Right Data Governance Model

Data Governance has received much attention in both the academic and practitioner communities over the past 15 years. Compared to the even more recent concept of Data Governance, IT governance has evolved from the initial concept of corporate governance. In the past year, the interest has increased with the evolution of the modern data stack and cloud adoption, […]

4 Things to Know About Data Security in 2023

Data security is an issue that faces every organization that uses or stores sensitive data. Even a minor data breach can expose a business to crippling financial penalties from regulators, civil action by aggrieved data owners, and irreversible corporate reputation damage.  As 2023 approaches, changes in the workplace, geopolitical factors, changing requirements by insurance providers, […]

AI Trends for 2023: Sparking Creativity and Bringing Search to the Next Level

2022 was a big year for AI, and we’ve seen significant advancements in various areas – including natural language processing (NLP), machine learning (ML), and deep learning. Unsupervised and self-supervised learning are making ML more accessible by lowering the training data requirements. Large language models (LLMs) have shown impressive capabilities not just in natural language […]

Data Transparency: The Key to Building More Resilient Health Care Supply Chains

Today, approximately 30% of the world’s data volume is generated by the health care industry. And as staggering as this sounds, it’s estimated that the annual growth rate for health care data will reach 36% by 2025, outpacing the manufacturing, financial services, and media and entertainment industries. The challenge in front of health care executives and administrators […]

What to Look for When Hiring a Data Analyst

Data analysts are specialists in statistics, mathematics, and computer science, enabling them to serve in a variety of departments, including operations analysis, financial analysis, and marketing analysis. A data analyst interprets data to influence business strategy, permitting firms to make data-driven pricing, scheduling, and other operational choices. Why Hire a Data Analyst? As declining margins, increased commoditization, […]