Mavens of Data

Mavens of Data

A weekly live show bringing you expert advice and practical tips from top data professionals. Hosted by Maven Analytics.

Episodes

September 5, 2025 51 mins

LLMs seem like a hot solution now, until you try deploying one.

In this episode, Andriy Burkov, machine learning expert and author of The Hundred-Page Machine Learning Book, joins us for a grounded, sometimes blunt conversation about why many LLM applications fail.

We talk about sentiment analysis, difficulty with taxonomy, agents getting tripped up on formatting, and why MCP might not solve your problems.

If you’re tired of the hy...

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In this episode, we sit down with Joe Dery, Vice President of Customer Success at Aera Technology, to explore a concept that's shifting how organizations think about analytics: Decision Intelligence.

We unpack what decision intelligence really means (hint: it’s not just another buzzword), why some data scientists still resist it, and how this discipline helps surface causal insights — not just correlations. Joe brings firsthand use...

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AI is moving fast, but are organizations prepared to keep up?

In this episode, data professional Laura Madsen joins us to unpack why most companies are lagging behind, how tech debt is holding businesses back, and why knowledge graphs are the way forward.

Join us for a bold conversation on why the AI revolution needs better data governance, not just bigger models.

What You'll Lear...

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We live in a world where people are concerned about social media tracking their data—but at the same time, willingly send their DNA to companies like 23andMe.

Why does this happen? What do companies actually do with our data? And how can we, as individuals, become more data-literate to make informed decisions?

In this episode, we sit down with Kathy Rondon, author of “We The People: A Playbook for Data Ethics in a Democratic Societ...

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If you were only going to learn a few statistical techniques as an analyst, where should you focus?

Josh Starmer, Founder of StatQuest, shares how learning these skills can boost your career. We dive into why linear regression is the bedrock for advanced statistical tests like the t-test, and why understanding Principal Component Analysis (PCA) can give you an edge in working with complex datasets.

But it’s not just about the math—...

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Thinking about transitioning into analytics but worried about starting over?

Andrew Madson has been in your shoes. Once a compliance executive, Andrew successfully pivoted into analytics and now is a Professor of analytics at five universities. In this episode, we dive deep into what it really takes to make a career shift when you’re already successful.

Don't miss this conversation packed with real insights for professionals consid...

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What if your next data presentation felt less like a spreadsheet and more like a blockbuster movie?

In this episode, we’re joined by Angelica Lo Duca, Researcher at IIT-CNR and a master of transforming numbers into narratives, to explore the intersection of cinematography and data storytelling.

Learn how to extract a “hero” from your data, structure your analysis like a compelling story, and tailor your presentations for different ...

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In this episode, we’ll chat with Carly Taylor, Field CTO of Gaming at Databricks, to explore the fascinating world of data analytics in the gaming industry, where every click, quest, and respawn generates insights that shape the games we love.

Carly shares her experience working in gaming to help harness data for better gameplay and smarter monetization. She’ll break down what analysts, data scientists, and sales engineers actually...

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What does it take to turn raw data into actionable insights, especially in high-stakes environments? In this compelling episode, we sit down with Doug Needham, author of Data Structure Synthesis and The Enrichment Game.

From his fascinating work updating data virtually during Desert Storm to insights on leveraging third-party data for enterprise decisions, Doug brings a wealth of real-world stories and practical advice to this conv...

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If you are interested in a career in Data Science, this one is for you!

In this episode with Kimberly Fessel (Dr. Kim Data) & Maven’s own Chris Bruehl, you’ll learn about the most important skills Data Scientists need, and where you should be focusing your energy.

You’ll walk away ...

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What happens when AI becomes your coworker, not your replacement?

In this episode, we sit down with Sadie St. Lawrence, founder of HMCI, to explore the rapidly evolving future of work, where AI isn't just a tool, but a teammate.

We dig into how blue-collar and white-collar jobs will be shifting as AI and automation move from the periphery into our daily workflows. From analysts to factory floors, from dashboards to shop floors, wha...

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As AI agents become more powerful and widely adopted, enterprises face a new challenge: how to build them on a foundation of trustworthy, AI-ready data that includes both structured and unstructured data.

Unstructured data introduces new complexity for organizations already contending with large and growing volumes of data that is often distributed and disconnected, and from more information sources.

In this episode, Stephanie Vala...

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The analytics industry is evolving faster than ever, and staying ahead requires more than technical expertise—it takes community building, internal advocacy, and the ability to drive impactful projects.

In this episode, Dustin Schimek, Data Fluency Program Manager at MedStar Health, discusses the state of analytics in 2025.

We explore what analysts are working on today, the importance of internal evangelism, and how to spearhead ne...

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Data professionals often excel at technical skills but struggle to connect their work to broader business goals.

In this show, we’re joined by Jordan Morrow, Senior VP of Data and AI Transformation at AgileOne and author of Business 101 for the Data Professional, to discuss bridging the gap between data and strategy.

Jordan offers practical advice on developing business acumen, aligning data work with organizational goals, and comm...

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What happens when a passion for data science meets the fast-paced world of stock trading?

In this episode, we’re joined by Matt Dancho, Founder of Business Science, Quant Science, and the creator of the popular tidyquant package, who shares his journey from data scientist to launching Business Science and the projects and packages he’s built along the way.

We explore how he leverages Python and R to trade stocks, as well as the les...

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In business, ideas don’t stand alone; they have to be communicated effectively to drive action. Whether through reports, presentations, or product pitches, success comes from not just having data expertise but knowing how to make it matter.

Yet many in the data world focus on just establishing a “personal brand” rather than developing something tangible. So, what does it take to turn expertise into a real product?

In this episode w...

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Breaking away from the corporate ladder to carve your own path is a journey filled with challenges, growth, and unexpected rewards.

In this episode, we host Christina Stathopoulos: a trailblazer who transitioned from a Google role to entrepreneurship and gained experience trying to build her own company in Spain! 

Together, we explore what it means to make an impact in your career, the art of building a personal brand, and how to n...

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Data science isn’t just about models and code—it’s about people, connections, and shared knowledge.

From online forums to in-person hackathons, communities play a crucial role in shaping careers and innovations. In this episode, we’re joined by Yujian Tang — an expert in building and fostering data-driven communities — to discuss how these spaces can help you grow and why developer advocacy is a great role for people passionate abo...

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Agentic AI is here, but what is it? What are the differences between the traditional LLMs and this new agentic AI we’re hearing about? With AI systems making autonomous decisions, driving analytics, and reshaping data strategies, what does this mean for analysts?

We’re joined by Vin Vashishta, CEO at V Squared and an expert in AI strategy and data science. Vin’s book, From Data to Profit, lays out a roadmap for turning AI and analy...

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Are you ready to level up your analytics game and tackle the challenges that come with data-heavy projects?

In this episode, Harpreet Sahota, a data science leader with years of experience helping analysts and teams thrive, shares actionable insights and strategies for staying ahead in the fast-evolving world of data.

Harpreet will help you develop a practical mindset to tackle real-world challenges and build the confidence to lead...

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