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Data Science With Sam

Soumava Dey
Artificial Intelligence
Openclaw
Openai
AI Governance
NVIDIA
Anthropic
Generative AI
Large Language Models
AI In Drug Discovery
Healthcare Financing
Agentic AI
Data Science
Insightsrx
Local AI
Biocomputing
Deepseek
Mpwr Ai
Agentic Data Engineering
Artificial Intelligence Policy
Healthcare Marketing

This is an educational podcast focused on bringing academia and industry experts together in a common forum and initiate discussion geared towards data science, artificial intelligence, actuarial science and scientific research.DISCLAIMER: The views and opinions expressed in this podcast are solely those of the host(s) or guest(s) and do not necessarily reflect the policy or position of any organi... more

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Artwork for Data Science With Sam

Latest Episodes

Jim Spignardo is the Director of Cloud Strategy and AI Enablement at ProArch, a global IT services and consulting firm. With 25 years in IT spanning network engineering, cloud, cybersecurity, and strategic consulting, Jim advises executive teams on m... more

YouTube

If you ever had a document you wished you could just ask questions to - without it leaving your computer, wouldn't be pretty good from data privacy perspective? In this episode, Sam sits down with Dr. Jonathan Schaeffer - Distinguished Professor Emer... more

Most companies have spent years buying tools, running pilots, and building dashboards - and they still can't answer the questions leadership needs answered. The problem isn't the technology. It's that no one fixed the foundation first.

Ilan Man is t... more

YouTube

An independent evaluation of Snowflake's Cortex Analyst found 6 in 10 AI-generated queries were wrong — but they all compiled and ran without a single error. That's not a model problem. That's a missing harness problem.

Pradnesh Patil is the Co-Foun... more

YouTube

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Recent Guests

Jim Spignardo
Director of Cloud Strategy and AI Enablement at ProArch
ProArch
Episode: EP 48: From Pilots to Productivity: What It Actually Takes to Make AI Work in the Enterprise
Jonathan Schaeffer
Distinguished Professor of Computing Science, University of Alberta; co-founder of the Alberta Machine Intelligence Institute; founder/CEO of Synsira Software Solutions; creator of KIND
Synsira Software Solutions; University of Alberta
Episode: EP 47: The AI Pioneer Who Decided Privacy Matters More Than Hype
Ilan Man
Founder and CEO of Paradox Machines, data and AI consultancy
Paradox Machines
Episode: EP 46: Fix the Foundation First: Why Your Data Strategy Is Failing Before the AI Gets Involved
Pradnesh Patil
Co-founder and CEO of Ultimate AI
Ultimate AI
Episode: EP 45: Why AI Agents Break in Production: The Missing Harness in Your Data Stack
Tamara Laine
Founder and CEO of Mpwr Ai, Emmy Award-winning investigative journalist turned technology executive
Mpwr Ai
Episode: EP 44: Human-Centered Credit - Building Explainable AI for Lending in an Agentic World
Sumaiya Shrabony
Technical Program Manager and Data Infrastructure Lead at the University of Colorado Denver
University of Colorado Denver
Episode: EP 43: The Outsider's Advantage: How Diverse Perspectives Unlock Enterprise AI Success
Mohammad Mahoor
Professor of Electrical and Computer Engineering at University of Denver; founder and CEO of Dream Face Technologies
University of Denver; Dream Face Technologies
Episode: EP 42: When AI Meets Robotics: Building Machines That Care
Alexander Liss
Data and AI scientist based in Denver, Colorado
Independent researcher and practitioner
Episode: EP 41: The Reward Signal: The Missing Ingredient in Every AI System You’ve Built
Dan Driver
Founder of Driver AI Agency and architect of CaseReady Intake AI
Driver AI Agency
Episode: EP 40: Governance First: The Architecture Framework That Makes AI Auditable, Defensible, and 99% Cheaper

Host

Sam
Host of Data Science With Sam

Reviews

5.0 out of 5 stars from 93 ratings
  • Thoughtful conversations

    Real conversations around AI and Data Science can be found here.

    Apple Podcasts
    5
    Debo0885
    United States23 days ago
  • So much great information!

    I can’t even express how happy I am to have found this podcast with Scott Miller. It has been an eye-opening journey and I can’t listen enough. I share with my friends and family because everyone deserves to find their purpose ❤️

    Apple Podcasts
    5
    Skylitmarco
    United States3 years ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Consistent emphasis on enterprise relevance and applicable frameworks for AI projects.
Balanced discussions with a focus on ethics, safety, and real-world impact.
Clear explanations of complex topics with actionable takeaways for practitioners.
Guests bring diverse expertise from tech, healthcare, and policy, enriching perspectives.
Thoughtful, data-driven insights on AI governance and practical deployment.

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#26
United States/Technology
Apple Podcasts
#8
United Kingdom/Technology
Apple Podcasts
#66
Canada/Technology
Apple Podcasts
#149
Germany/Technology
Apple Podcasts
#8
Norway/Technology

Talking Points

Recent interactions between the hosts and their guests.

EP 48: From Pilots to Productivity: What It Actually Takes to Make AI Work in the Enterprise
Q: How should organizations approach governance to avoid slowing innovation, and what does good AI governance look like from day one?
Good AI governance sets clear expectations, defines guardrails for data and privacy, and creates a governance council to prioritize use cases, inventory and evaluate risk, and enable rapid but controlled experimentation so teams can move fast without compromising security or compliance.
EP 48: From Pilots to Productivity: What It Actually Takes to Make AI Work in the Enterprise
Q: What does the 90-day Copilot adoption look like in practice, and where do most organizations go wrong?
Most organizations go wrong by treating Copilot like an extra software tool rather than embedding it in business processes; the right approach starts with a readiness assessment, a defined usage policy, and a small pilot, followed by a staged expansion focused on high-impact, low-effort use cases with baselining and ongoing measurement.
EP 46: Fix the Foundation First: Why Your Data Strategy Is Failing Before the AI Gets Involved
Q: What does your talent model get right that traditional approaches frequently get wrong?
He explains Paradox Machines as a blended model—combining advisory/architectural strategy with hands-on implementation—targeted at mid-market companies. This vertical integration aims to avoid inefficiencies of handoffs, reduce context switching, and provide quicker iteration cycles while maintaining depth and business context.
EP 46: Fix the Foundation First: Why Your Data Strategy Is Failing Before the AI Gets Involved
Q: What specific moment or pattern convinced you to start Paradox Machines rather than taking another data leadership role inside a company?
The guest describes recognizing an opportunity to fill a gap between ambitious AI consulting and real, practiced data work, especially after leaving a previous role to explore on his own. He emphasizes the need for practitioners who understand data as foundational to AI, and the appeal of building something from scratch with a long-term view rather than remaining an employee.
EP 23: AI in Marketing Strategies
Q: What is your approach to measuring the ROI of AI-enhanced campaigns, and which KPIs do you consider most important?
She describes a two-lens framework: efficiency (time and cost savings, reduced manual hours) and business impact (engagement, lead quality, conversions, revenue attribution, and faster funnel movement), while emphasizing adoption rates and the broader value of faster, smarter decision-making.

Audience Metrics

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Frequently Asked Questions About Data Science With Sam

What is Data Science With Sam about and what kind of topics does it cover?

Across episodes, the show leans into governance, AI governance, healthcare AI, local AI stacks, and the intersection of AI with business, policy, and creativity. Conversations frequently feature practitioners and researchers discussing practical architectures, risk management, and real-world deployments, with notable episodes exploring governance-first design, neurodiversity in AI work, local AI infrastructure, and futuristic biocomputing. A standout pattern is the mix of technically rigorous, systems-minded content and market-ready implications for enterprise teams, makers, and investors looking to understand where AI is heading and how to prepare for it.

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Which podcasts are similar to Data Science With Sam?

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1. Inside AsembleAI: DeepTech, AI & Science
2. The Credit Show
3. Say It Anyway with Corey Proffitt-Boyd
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5. The PhD Mommy's Journey

How many episodes of Data Science With Sam are there?

Data Science With Sam launched 5 years ago and published 48 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on Data Science With Sam?

Recent guests on Data Science With Sam include:

1. Jim Spignardo
2. Jonathan Schaeffer
3. Ilan Man
4. Pradnesh Patil
5. Tamara Laine
6. Sumaiya Shrabony
7. Mohammad Mahoor
8. Alexander Liss

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