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Data Talks Live
Dr. Tom
18 episodes
2 days ago
Data Talks Live: Business, AI, and Leadership Unlocked Hosted by Dr. Tom—U.S. Navy submarine veteran, seasoned data analytics professor, machine learning researcher, consultant, entrepreneur, and former radio DJ. Data isn’t just numbers—it’s the engine driving transformation across every sector. In Data Talks, Dr. Tom breaks down artificial intelligence, data analytics, and disruptive leadership through compelling stories, actionable strategies, and insights shaped by a career spanning multiple industries and roles. Dr. Tom’s professional journey is uniquely diverse: Military Service: Service aboard submarines instilled precision, adaptability, and decisive leadership under pressure. Energy & Utilities: Worked in technical and predictive engineering roles, improving reliability and guiding asset management strategies for critical infrastructure. Transportation & Infrastructure: Delivered data-driven process improvements and analytics-based solutions that optimized large-scale, distributed systems. Healthcare & Life Sciences: Led advanced automation and AI efforts to enhance diagnostics and operations—proof that machine learning can directly improve outcomes and efficiency. Consulting: Partnered with organizations to assess their analytics maturity, advise on AI adoption, and design strategies for long-term digital transformation. Entrepreneurship: Co-founded a technology startup offering innovative online learning tools, demonstrating how agility and data-driven insights can disrupt traditional industries. Higher Education: As a professor and researcher, Dr. Tom designs advanced analytics programs, mentors future data professionals, and distills complex concepts into clear frameworks for business and community leaders. Every week on Data Talks, you’ll get: Business Insights That Matter: Strategies for leveraging AI and analytics to unlock competitive advantage across sectors. Leadership Lessons: How to build resilient, innovative teams and guide organizations through uncertainty in a world where information doubles every 18 months. Accessible Explanations: Demystifying everything from descriptive statistics and machine learning fundamentals to advanced AI trends—without the jargon. Cross-Industry Perspectives: Lessons learned from healthcare, transportation, energy, education, consulting, and entrepreneurial ventures—revealing shared challenges and proven solutions. The Human Side of AI: Honest discussions about ethics, bias, privacy, and the cultural and workforce shifts required to adopt transformative technology responsibly. Dr. Tom’s experience in hands-on technical roles—from predictive engineering to automation design—combined with his strategic consulting background means he understands both the nuts and bolts of implementation and the big-picture leadership decisions that make or break transformation efforts. His teaching expertise ensures even complex topics remain approachable, and his broadcast roots keep each episode dynamic and engaging. Whether you’re: A business leader preparing your organization for AI-driven change, A data professional or analyst looking for actionable insights and inspiration, A student or lifelong learner eager to grasp the realities behind AI buzzwords, or An entrepreneur or innovator seeking strategies and stories to spark your next move, …Data Talks equips you with the tools, knowledge, and confidence to thrive in a data-driven world. Join Dr. Tom each week as he reveals how disruptive leadership, cross-industry insights, and smart data use can turn challenges into opportunities. By blending military discipline, consulting expertise, technical know-how, academic rigor, and entrepreneurial grit, he offers lessons that resonate whether you’re steering a startup, managing a distributed enterprise, or shaping tomorrow’s workforce. Subscribe to Data Talks
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All content for Data Talks Live is the property of Dr. Tom and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Data Talks Live: Business, AI, and Leadership Unlocked Hosted by Dr. Tom—U.S. Navy submarine veteran, seasoned data analytics professor, machine learning researcher, consultant, entrepreneur, and former radio DJ. Data isn’t just numbers—it’s the engine driving transformation across every sector. In Data Talks, Dr. Tom breaks down artificial intelligence, data analytics, and disruptive leadership through compelling stories, actionable strategies, and insights shaped by a career spanning multiple industries and roles. Dr. Tom’s professional journey is uniquely diverse: Military Service: Service aboard submarines instilled precision, adaptability, and decisive leadership under pressure. Energy & Utilities: Worked in technical and predictive engineering roles, improving reliability and guiding asset management strategies for critical infrastructure. Transportation & Infrastructure: Delivered data-driven process improvements and analytics-based solutions that optimized large-scale, distributed systems. Healthcare & Life Sciences: Led advanced automation and AI efforts to enhance diagnostics and operations—proof that machine learning can directly improve outcomes and efficiency. Consulting: Partnered with organizations to assess their analytics maturity, advise on AI adoption, and design strategies for long-term digital transformation. Entrepreneurship: Co-founded a technology startup offering innovative online learning tools, demonstrating how agility and data-driven insights can disrupt traditional industries. Higher Education: As a professor and researcher, Dr. Tom designs advanced analytics programs, mentors future data professionals, and distills complex concepts into clear frameworks for business and community leaders. Every week on Data Talks, you’ll get: Business Insights That Matter: Strategies for leveraging AI and analytics to unlock competitive advantage across sectors. Leadership Lessons: How to build resilient, innovative teams and guide organizations through uncertainty in a world where information doubles every 18 months. Accessible Explanations: Demystifying everything from descriptive statistics and machine learning fundamentals to advanced AI trends—without the jargon. Cross-Industry Perspectives: Lessons learned from healthcare, transportation, energy, education, consulting, and entrepreneurial ventures—revealing shared challenges and proven solutions. The Human Side of AI: Honest discussions about ethics, bias, privacy, and the cultural and workforce shifts required to adopt transformative technology responsibly. Dr. Tom’s experience in hands-on technical roles—from predictive engineering to automation design—combined with his strategic consulting background means he understands both the nuts and bolts of implementation and the big-picture leadership decisions that make or break transformation efforts. His teaching expertise ensures even complex topics remain approachable, and his broadcast roots keep each episode dynamic and engaging. Whether you’re: A business leader preparing your organization for AI-driven change, A data professional or analyst looking for actionable insights and inspiration, A student or lifelong learner eager to grasp the realities behind AI buzzwords, or An entrepreneur or innovator seeking strategies and stories to spark your next move, …Data Talks equips you with the tools, knowledge, and confidence to thrive in a data-driven world. Join Dr. Tom each week as he reveals how disruptive leadership, cross-industry insights, and smart data use can turn challenges into opportunities. By blending military discipline, consulting expertise, technical know-how, academic rigor, and entrepreneurial grit, he offers lessons that resonate whether you’re steering a startup, managing a distributed enterprise, or shaping tomorrow’s workforce. Subscribe to Data Talks
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Technology
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Google Public Data Commons, AI Recalibrated Data Value, Data Exchanges in Health Systems
Data Talks Live
13 minutes 18 seconds
1 month ago
Google Public Data Commons, AI Recalibrated Data Value, Data Exchanges in Health Systems

Keywords

Data Commons, AI, data integration, public data, data value, healthcare data exchange, data interoperability, generative AI, data governance, data quality

Summary

In this episode of Data Talks Live, Dr. Tom discusses the introduction of the Data Commons Model Context Protocol, emphasizing its potential to streamline public data access for AI developers. He explores the challenges of data integration, the evolving value of data in the age of AI, and the importance of data interoperability in healthcare. The conversation highlights the need for robust data governance and the implications of data quality on AI outputs.

Takeaways

The Data Commons Model Context Protocol aims to reduce integration challenges for AI developers.

Data cleaning and integration are significant time sinks in data projects.

Public data sets can be flawed, raising questions about their reliability for AI.

The value of data is shifting towards quality, readiness, and context rather than sheer volume.

Organizations must maintain and evolve their data to maximize its value in AI applications.

Data debt can hinder AI effectiveness and lead to poor outcomes.

Healthcare data interoperability is crucial for improving patient care and outcomes.

Real-time data exchanges can enhance decision-making in emergency medical services.

AI models require robust data governance to ensure ethical and effective use of data.

The future of data exchange in healthcare could revolutionize patient care.

Sound bites

"Garbage in, garbage out."

"Data debt can be a huge problem."

"AI models need robust data exchanges."

Chapters

00:00 Introduction to Data Commons Model Context Protocol

05:16 Reevaluating the Value of Data in AI

10:31 Data Interoperability in Healthcare

Data Talks Live
Data Talks Live: Business, AI, and Leadership Unlocked Hosted by Dr. Tom—U.S. Navy submarine veteran, seasoned data analytics professor, machine learning researcher, consultant, entrepreneur, and former radio DJ. Data isn’t just numbers—it’s the engine driving transformation across every sector. In Data Talks, Dr. Tom breaks down artificial intelligence, data analytics, and disruptive leadership through compelling stories, actionable strategies, and insights shaped by a career spanning multiple industries and roles. Dr. Tom’s professional journey is uniquely diverse: Military Service: Service aboard submarines instilled precision, adaptability, and decisive leadership under pressure. Energy & Utilities: Worked in technical and predictive engineering roles, improving reliability and guiding asset management strategies for critical infrastructure. Transportation & Infrastructure: Delivered data-driven process improvements and analytics-based solutions that optimized large-scale, distributed systems. Healthcare & Life Sciences: Led advanced automation and AI efforts to enhance diagnostics and operations—proof that machine learning can directly improve outcomes and efficiency. Consulting: Partnered with organizations to assess their analytics maturity, advise on AI adoption, and design strategies for long-term digital transformation. Entrepreneurship: Co-founded a technology startup offering innovative online learning tools, demonstrating how agility and data-driven insights can disrupt traditional industries. Higher Education: As a professor and researcher, Dr. Tom designs advanced analytics programs, mentors future data professionals, and distills complex concepts into clear frameworks for business and community leaders. Every week on Data Talks, you’ll get: Business Insights That Matter: Strategies for leveraging AI and analytics to unlock competitive advantage across sectors. Leadership Lessons: How to build resilient, innovative teams and guide organizations through uncertainty in a world where information doubles every 18 months. Accessible Explanations: Demystifying everything from descriptive statistics and machine learning fundamentals to advanced AI trends—without the jargon. Cross-Industry Perspectives: Lessons learned from healthcare, transportation, energy, education, consulting, and entrepreneurial ventures—revealing shared challenges and proven solutions. The Human Side of AI: Honest discussions about ethics, bias, privacy, and the cultural and workforce shifts required to adopt transformative technology responsibly. Dr. Tom’s experience in hands-on technical roles—from predictive engineering to automation design—combined with his strategic consulting background means he understands both the nuts and bolts of implementation and the big-picture leadership decisions that make or break transformation efforts. His teaching expertise ensures even complex topics remain approachable, and his broadcast roots keep each episode dynamic and engaging. Whether you’re: A business leader preparing your organization for AI-driven change, A data professional or analyst looking for actionable insights and inspiration, A student or lifelong learner eager to grasp the realities behind AI buzzwords, or An entrepreneur or innovator seeking strategies and stories to spark your next move, …Data Talks equips you with the tools, knowledge, and confidence to thrive in a data-driven world. Join Dr. Tom each week as he reveals how disruptive leadership, cross-industry insights, and smart data use can turn challenges into opportunities. By blending military discipline, consulting expertise, technical know-how, academic rigor, and entrepreneurial grit, he offers lessons that resonate whether you’re steering a startup, managing a distributed enterprise, or shaping tomorrow’s workforce. Subscribe to Data Talks