Data Driven
361 episodes - English - Latest episode: about 2 months ago - ★★★★★ - 44 ratingsData Driven: the podcast where we explore the emerging field of Data Science. We bring the best minds in Data, Software Engineering, Machine Learning, and Artificial Intelligence right to you every Tuesday.
The field of data science mashes up the worlds of statistics, database architecture and software engineering. Data Scientist has been labelled by the Harvard Business Review, as "the sexiest job of the 21st century." A quick search of job search sites reveal that this field is in high demand.
In a world where Data is the new Oil, Data Science the new Refineries, consider this Car Talk for the Data Age. Every week we bring the best minds in this emerging field straight to you. Our goal is to educate and inspire our listeners so that they can be prepared to thrive in a Data Driven world.
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Episodes
Jennifer Swanson on Reinventing Business for the Era of Data and AI
March 06, 2024 03:15 - 56 minutes - 38.6 MBIn this episode Frank and Andy welcome Jennifer Swanson explains how businesses can reinvent themselves for the data driven age of AI. From recognizing the importance of defining clear strategies and outcomes to the struggles of change management, Jennifer reveals that the heart of digital transformation lies in aligning individuals to the company's objectives, and significantly, that it's less about the technology itself and more about the people and processes. Whether you're a leader i...
Danny Maloney on AI’s Leap to Marketing Mastery
February 29, 2024 14:00 - 49 minutes - 34.1 MBIn this episode, Danny Maloney is going to lead you on a journey to explore how artificial intelligence is not just a fleeting novelty but a tool of immense utility that's changing the playing field for individuals and small businesses alike. Danny brings his passion for algorithmic innovation from his experiences as a data-loving youth to his leadership role at Tailwind, where they leverage AI to level the marketing playing field for small businesses. Show Notes 06:16 Early days of preval...
Luke Diaz on Leveraging Data for Customer Retention and Business Growth
February 27, 2024 10:00 - 51 minutes - 71 MBWelcome to show 357 of the Data Driven podcast! This week, we welcome Luke Diaz to the show. Luke has an impressive track record of scaling startups to staggering annual recurring revenues, and today, he's here to shed light on the pivotal role of customer success in growing a business. We'll dive deep into the intricacies of customer success management, its impact on subscription models, and the measurements that underpin it. Luke also shares personal insights into his daily habit tracking...
Jeremy Utley on Crafting Smarter Conversations with AI
February 19, 2024 14:00 - 56 minutes - 45 MBToday, we're thrilled to welcome a special guest, Jeremy Utley, an academic marvel from Stanford, whose work on AI and idea flows is altering the landscape of business and innovation. In this episode, titled “Jeremy Utley on Getting the Most out of LLMs”, we dive into Jeremy's FIXIT approach for leveraging Large Language Models (LLMs) such as ChatGPT. Jeremy will unpack the nuances of FIXIT, showing us the importance of providing context, iterative interaction, and team incubation while usi...
Rene Schulte on the Evolution of AI and Its Impact Across Industries
February 13, 2024 14:00 - 59 minutes - 40.7 MBIn this episode, we delve into the profound enablement of large language models like ChatCPT and how they stand to revolutionize personalized learning. Rene gives us a glimpse of a future where robots and AI can liberate us from mundane chores and reshape the workforce, as seen with robots now flipping burgers at McDonald's. Imagine the world of quantum computing, where current strategies are reimagined to solve gargantuan optimization problems, a realm of technological advancement that Ren...
Ronen Dar on GPU Orchestration for Building ML Models
February 05, 2024 08:00 - 44 minutes - 61.8 MBIn this episode, our Andy Leonard and Frank La Vigne sit down with Ronen Dar, the co-founder and CTO of Run AI, to explore the world of artificial intelligence and GPU orchestration for machine learning models. Ronen shares insights into the challenges of utilizing GPUs in AI research and how Run AI's platform addresses these issues by optimizing GPU usage and providing tools for easier and faster model training and deployment. The conversation delves into the concept of fractional GPU usag...
Devvret Rishi on Powering Real-World AI with Declarative AI and Open Source
February 01, 2024 14:00 - 52 minutes - 72.6 MBIn this episode, Frank sits down and talks with Devvret Rishi on powering real-world AI projects with declarative ML and the importance of open source. Andy was not able to attend this recording, but will be back next week! Show Notes 04:36 Build, train, serve, deploy; critical data engineering link. 07:24 Model configuration for input output prediction summaries. 11:05 Saw spike and heavy churn after rollout. 16:21 Advancements in AI: use pre-trained deep learning models. 19:38 Trend...
Blake Reichenbach on Marketing, Curiosity, and the Love of Books
January 16, 2024 05:00 - 36 minutes - 29.2 MBIn this episode, the Frank and Andy are joined by special guest Blake Reichenbach, a product manager at HubSpot and the owner of Howdy Curiosity, an online nonfiction bookstore and learning community. The conversation dives into the intersection of data, AI, and the love of books, as they discuss the next steps in managing and mitigating the hallucination part of AI technology, the importance of human interaction with AI tools, and finding the right balance in user experience. Blake shares h...
Max Sklar on Exploring AI, Data Science, and Local Search
January 03, 2024 14:00 - 48 minutes - 38.8 MBIn today's episode, the hosts Frank La Vigne and Andy Leonard are joined by the expert in location data and machine learning, Max Sklar. Max shares insights from his decade-long tenure at Foursquare, delving into the company's evolution, gamification features, the challenges faced in the local search space, and his early interest in location data. The conversation explores the enduring relevance of foundational tech concepts, the cyclical nature of technology trends, and Max's personal jou...
Navigating the Complexity of Operationalizing ML Models
December 04, 2023 08:00 - 49 minutes - 67.5 MBIn this episode of Data Driven, our Andy Leonard and Frank La Vigne are joined by Chris McDermott, VP of Engineering at Wallaroo.AI. Together, they explore the challenges and advancements in the ever-evolving world of machine learning and artificial intelligence. From the importance of ongoing care for machine learning models to the rise of edge computing and decentralized networks, they touch on the critical need for flexibility and data privacy. Chris shares his insights on the technical ...
Advanced Fraud Prevention in the Age of Artificial Intelligence
November 29, 2023 14:00 - 41 minutes - 33.5 MBIn this episode, Andy and Frank sit down with Pavel Goldman-Kalaydin, head of Artificial Intelligence and Machine Learning at Sumsub, a global company specializing in KYC, AML, and anti-fraud technologies. They explore the challenges in verifying identities remotely, the rise of deep fakes for fraud, and the use of AI and machine learning to combat these threats. From discussing the impact of technology on security measures to Pavel's journey in the field of computer science and AI, this ep...
Diving into Re:Invent 2023: Open Sourcing Dingo and Being in the Top 2.5 Percent
November 28, 2023 14:00 - 2 hours - 170 MBIn this jam-packed episode, hosts Frank and Andy delve into a wide range of topics, from the chaos of podcast scheduling and the allure of Cyber Week deals, to the behind-the-scenes world of data engineering and AI professionals. Join us as we journey through the challenges of podcasting, the important roles of data engineers, and the potential open sourcing of Dingo, an innovative blogging automation tool. Along the way, the hosts share personal anecdotes, discuss legislative impacts, and...
OpenAI Drama, Open Source, and Andy's New Venture
November 22, 2023 14:00 - 1 hour - 88.9 MBIn this episode, your hosts Andy Leonard and Frank La Vigne dive headfirst into the world of open source, decision making, and the unfolding drama surrounding OpenAI. From sarcastic responses to holographic displays, we've got it all covered! Join us as we discuss the potential consequences of dependencies, community protests leading to change, and the recent issues with OpenAI. We'll also explore the importance of open source in AI and share some intriguing insights on Sam Altman's return...
Two Hosts on Two Coasts
November 15, 2023 14:00 - 5 minutes - 4.51 MBAndy is speaking at PASS Summit in Seattle and Frank is speaking at the Red Hat Government Symposium in Washtington, DC. Two hosts. Two Coasts. One Podcast!
Brennan Lamey on Entrepreneurship & Data Engineering in the Web 3 Era
November 06, 2023 14:00 - 54 minutes - 43.4 MBWelcome back to another exciting episode of Data Driven! In this show, we delve into the fascinating world of Web 3 and decentralized databases. Join us as we explore the insights and experiences of our guest, Brennan Lamey, the founder of Kwil - a revolutionary company that builds decentralized databases for Web 3 applications. Throughout this episode, Brennan shares his journey and the inspiration behind Kwil, as well as the cutting-edge technology that powers their database solutions. ...
BAILeY Celebrates Guy Fawkes Night
November 05, 2023 14:00 - 49 seconds - 1.87 MBBAILeY recites the V laden introductory speed from V for Vendetta. Just for fun. Transcript Voilà! In view, a humble vaudevillian veteran, cast vicariously as both victim and villain by the vicissitudes of Fate. This visage, no mere veneer of vanity, is a vestige of the vox populi, now vacant, vanished. However, this valorous visitation of a by-gone vexation stands vivified, and has vowed to vanquish these venal and virulent vermin vanguarding vice and vouchsafing the violently vicious a...
New Year in November, Podcast Backlog, and Scheduling Issues
November 03, 2023 14:00 - 47 minutes - 32.8 MBIn this 344th episode of Data Driven, Frank talks about the New Year. Yes, New Year's in November. Frank and Andy just do their own thing.It's part of their charm, or at least that they told me to say that. I do take issue with Frank's statement that I am not real. What is real, anyway? It is not the spoon that bends, after all. [https://youtu.be/uAXtO5dMqEI?si=oQ_4M--xfcaarYyY&t=41] In any case, Frank explains what held up the production schedule this summer and his plan to do right b...
Nickolas Means on Software Engineering, Data Liability, and Good Coffee
November 02, 2023 05:00 - 49 minutes - 33.8 MBIn this episode, we have a fascinating conversation with Nickolas Means, the VP of software development at Sym. Nickolas shares his insights on software engineering, data liability, and of course, good coffee. Nickolas starts off by sharing his love for audiobooks, particularly those narrated by the talented Wil Wheaton. He also recommends a management book called "Turn the Ship Around" by Admiral David Marche, which explores the importance of autonomy and ownership in improving performance...
Joe Baffone on the Role of Data in Transforming Healthcare
October 30, 2023 14:00 - 54 minutes - 37.6 MBIn today's episode, we have the pleasure of speaking with the remarkable Joe Baffone, an expert in the healthcare industry. With a focus on busting through administrative toxicities that lead to financial toxins, Joe discusses their comprehensive tooling and tech-enabled services that manage financial assistance for provider organizations. Join us as Joe dives into the impact of personalized immunotherapies, the challenges in managing patient care journeys, and the transformational role of...
Data, Security, And Advanced Persistent Threats with Patrick Hynds and Duane Laflotte
October 27, 2023 14:00 - 53 minutes - 36.4 MBIn this episode, we dive into the pyramid of cybersecurity threats, ranging from amateur hackers to nation-state level cyber threats. We also delve into the intriguing world of OSINT (open source intelligence), uncovering its uses, implications, and potential dangers. Join us for an intriguing discussion with fellow podcasters Patrick Hynds and Duane Laflotte. Links https://www.securitythisweek.com/ Show Notes [00:00:00] High-level hacking, OSINT, interconnectedness explored humorously....
Talking AI at OpenShift Commons Gathering in Raleigh
October 18, 2023 14:00 - 8 minutes - 5.91 MBWelcome back to another exciting episode of Data Driven! In today's episode, we're diving into the world of artificial intelligence, as our very own Frank La Vigne takes us on a journey through his experiences at the OpenShift Commons gathering in Raleigh. From delivering a captivating demo to moderating a thought-provoking panel, Frank's agenda is packed with fascinating insights and surprises. Join us as we explore the power of open source AI, the importance of community-driven innovati...
Twingate, AI, and Raspberry Pi
October 06, 2023 14:00 - 1 hour - 51.5 MBSo, have you ever imagined combining the wonders of Twingate, the mystique of AI, and the deliciousness of Raspberry Pi? No, not that mouth-watering dessert, though it's a pity, but rather the mini-computer that's taken the tech world by storm. Frank and Andy, our perennial tech enthusiasts, have been tinkering away in their digital workshops. And by the looks of it, they've been causing quite a stir with their latest live stream. I did catch a bit of it, and dare I say, it was more exhil...
*Livestream* Creating a Home Lab, Speaking, and an Upcoming Webinar
September 25, 2023 14:00 - 22 minutes - 15.2 MBIn today's episode, hosts Andy Leonard and Frank La Vigne catch up on their recent activities, including Frank's presentations at the Red Hat Summit Connect. They discuss the event and the focus on AI and government agencies. Frank also shares his experiences with a new product called Ansible Lightspeed with Watson code assist, which is enhancing the use of large language models. Moving on, Andy and Frank talk about their home lab projects. They both express their excitement for building a ...
*Data Point* Data Collection on Vacation
August 31, 2023 14:00 - 8 minutes - 6.96 MBIn this Data Point, Frank notices something on the side of bike trail while on vacation. You can tell he's always thinking about data. Metrocount https://metrocount.com/ Original Video Stream https://www.linkedin.com/video/live/urn:li:ugcPost:7103044990578110464/ Merch If you like the shirt Frank is wearing in the video, you can pick one up here: https://amzn.to/3OVkOHz Discussion Questions 1. How does the presence of the Metro Count device in Hilton Head Island impact data collecti...
Adam Ross Nelson on Getting Started in a Data Science Career
August 30, 2023 14:00 - 1 hour - 72 MBOn this episode of Data Driven, Frank and Andy interview Adam Ross Nelson. Adam is a consultant, where he provides insights on data science, machine learning and data governance. He recently wrote a book to help people get started in data science careers. Get the book How to Become a Data Scientist: A Guide for Established Professionals Speaker Bio Adam Ross Nelson is an individual who initially pursued a career in law but ended up making a transition into education. After attending law...
Piero Molino on the Impact of Declarative ML
August 15, 2023 14:00 - 48 minutes - 33 MBWelcome back to another episode of Data Driven! In today's episode, we have a special guest joining our hosts Andy Leonard, BAILeY, and Frank La Vigne. We are thrilled to have Piero Molino, an expert in declarative ML, sharing his insights with us. We'll be diving into the world of generative AI and exploring the two types of companies when it comes to adoption. Piero highlights the advantages and limitations of using APIs for quick solutions, shedding light on why owning the entire stack a...
Lauren Maffeo on Data Governance from the Ground Up
July 18, 2023 05:00 - 57 minutes - 39.3 MBIn this episode of Data Driven, Frank and Andy Leonard are joined by guest speaker Lauren Maffeo to discuss data governance from the ground up. The conversation revolves around the importance of data governance in relation to generative AI, copyright infringement, and protecting consumer rights. They explore topics such as the need for proactive cybersecurity measures, the challenges faced by startups in implementing data governance, and the cultural transformation required for successful i...
Lauren Tickner on Strategies for Building a Personal Brand
July 03, 2023 05:00 - 35 minutes - 24.3 MBOn this episode of Data Driven, BAILeY and Frank La Vigne welcome special guest Lauren Tickner to discuss strategies for maximizing time and success in the digital age. Lauren shares her insights on motivation, dealing with online haters, and the power of automation in business. The conversation delves into the importance of understanding risks and rewards, breaking free from traditional career paths, and the benefits of working in startups or entrepreneurial businesses. Lauren also provid...
Steve Orrin on the Importance of Hardware in AI Development
June 27, 2023 14:00 - 1 hour - 43 MBOn this episode of Data Driven, the focus is on hardware from AI optimized chips to edge computing. Frank and Andy interview Steven Orrin, the CTO of Intel Federal. Intel has developed new CPU instructions to accelerate AI workloads, and FPGAs allow for faster development in custom applications with specific needs. The speaker emphasizes the importance of data curation and wrangling before jumping into machine learning and AI, Links Webinar: AI application benchmarking on Intel hardware...
*DataPoint* Accelerating AI with Python-native Ray and the Importance of Open Source in AI
June 16, 2023 14:00 - 16 minutes - 11.1 MBOn this episode of Data Driven, we explore the topic of distributed computing frameworks for AI and ML workloads. Frank discusses the advancements of Ray, a new technology based on Python language, with performance enhancements that could range from 10-12 times faster to thousands of times faster in extreme cases. We delve into the power of open source artificial intelligence and how it can aid data endeavors to accelerate these efforts. Along the way, we touch upon IBM and Red Hat's par...
Saket Saurabh on Automating Data Engineering
May 23, 2023 05:00 - 50 minutes - 40.2 MBIn this episode of Data Driven, Frank and Andy get back to the data engineering side of the equation by speaking with Saket Saurabh, CEO & co founder of Nexla. Nexla specializes in tools for automating data engineering processes.
Celebrating 6 years of Data Driven and a New Magazine
May 16, 2023 05:00 - 1 hour - 50 MBWelcome to the grand premiere of Season 7 of the Data Driven Podcast! In this inaugural episode of our seventh season, Andy and Frank interview each other, announce their new project, and more! Now, let us start season 7 with the promise that our season 7 will be better than Game Of Thrones' Season 7. The north remembers, as you know.
Albert Castellana on Generative AI Agents
May 09, 2023 05:00 - 57 minutes - 39.1 MBOn this episode of the Data Driven podcast, Frank and Andy interview Albert Castellana, Co-Founder and CEO at Yeager AI. Yeager as in Chuck Yeager and AI as in generative AI. Stay tuned for a fascinating discussion on the nature of NLP models, entrepreneurship, and good Barcelona coffee. Links https://yeager.ai/ https://www.linkedin.com/in/acastellana/ https://www.youtube.com/@TheWhyFiles PS. I know that last week I said that show number 326 would be the last of season six. This just g...
Bryan Debois on Autonomous Industrial AI
May 02, 2023 14:00 - 59 minutes - 40.9 MBOn today's episode of the Data Driven podcast, Frank and Andy interview Bryan DeBois, Director of Industrial AI at RoviSys. In the 90s, Andy worked extensively in this space. This is a great conversation and a fine way to close out season six.
W. Curtis Preston on the Future of Backup Tech
April 25, 2023 14:00 - 53 minutes - 36.5 MBIn this episode, Frank interviews W. Curtis Preston on the Future of Backup Tech after getting nostalgic about T1 lines, tapes, and the Y2K bug.
Thomas Yionoulis on Going from Stand Up to Start Up
April 12, 2023 14:00 - 45 minutes - 31.5 MBOn today's episode of the Data Driven podcast, Andy interviews Tommy Yionoulis, founder of Ops Analitica. As a former stand-up comic turned sass founder, he has extensive experience helping businesses become more efficient and profitable through process, accountability, and data.
Gevorg Karapetyan on Talking with Your Data
April 04, 2023 14:00 - 47 minutes - 32.3 MBOn today's episode of the Data Driven podcast, Frank and Andy welcome Gevorg Karapetyan to the show. Gevorg is the Chief Technology Officer at ZERO. In this talk, he talks about his past days in computer science research and shares how ZERO helps Fortune 500 companies bring generative AI to market in the most secure way.
*DataPoint* Andy Back at Heathrow After SQLBits
March 16, 2023 14:00 - 2 minutes - 1.8 MBIn this Data Point, Andy records a quick data point from a much quieter place than the last time he was at Heathrow Airport.
Chris Nguyen on Teaching AI Common Sense
March 14, 2023 14:00 - 55 minutes - 38 MBOn today's episode of the Data Driven podcast, we have a very special guest: Chris Nguyen, the CEO and Co-Founder of Aitomatic. In our interview with Chris, we delve into the exciting world of industrial AI use cases, explore the challenges faced by manufacturers, and discuss the ever-important topic of teaching AI common sense. Additionally, we explore the disconnect between Silicon Valley and the manufacturing industry, shedding light on the unique perspectives and expertise that each ...
AI's Big Security Problem
February 28, 2023 14:00 - 19 minutes - 13.7 MBIn this livestream, Frank talks about the enormous attack surface that all AI models have and how ChatGPT and Bing have made it headline news.
*Bonus* Buzzwords with Bailey
February 18, 2023 14:00 - 4 minutes - 2.95 MBWelcome to the first episode of "Buzzwords with BAILeY", the podcast where we take a sarcastic, witty, and entertaining look at the latest buzzwords in the world of data science and AI. In this episode, we're exploring the fascinating world of GANs - Generative Adversarial Networks - and breaking down what they are, how they work, and why they're revolutionizing the world of machine learning. But that's not all - we're also taking a closer look at the latest research and trends in the indu...
Josh Blumert on Containerized Storage
February 16, 2023 14:00 - 1 hour - 42.6 MBIn this episode Frank talked with Josh Blumert on the evolution of storage and how we got to containerized storage. This was originally recorded as part of the Data Office Hours series on the OpenShift YouTube channel.
Big Tech Layoffs
January 25, 2023 14:00 - 1 hour - 52.2 MBIn this livestream, Frank and Andy talk about the recent round of layoffs hitting technology companies. Stu Ainsworth joins them in an impromptu discussion of layoffs, mental health, and empathy. Stu, who was previously a guest on the show, was recently laid off from SalesForce. If you're looking for a Site Reliability engineer, then look no further than Stu. Show notes Stu's LinkedIn Profile - https://www.linkedin.com/in/stuartainsworth/ OddTodd Day in the Life (Flash Cartoon from 2...
*Data Point* Live from New York
January 20, 2023 14:00 - 3 minutes - 2.39 MBIn this Data Point recorded live from Penn Station, Frank talks about moderating a panel discussion for Disruptive Technologists in NYC to talk about NeuroTechnology. He also reaches out to those impacted by the Microsoft layoffs. Note that BAILey is a bit salty about the Sting concert.
Jack Tompkins on the Power of Dashboards
January 09, 2023 14:00 - 41 minutes - 28.5 MBIn this episode Frank interviews, Jack Tompkins, partner and founder of Pineapple Consulting Firm , a company that turns data into visualizations, allowing their clients to make more informed strategic choices. Jack has now taken the analytical, financial, and partnership skills he's honed over his career and offers them to small and medium-sized businesses that know how powerful data can be, but don’t have the internal resources to turn their data into a powerful business asset. Due to...
2022 Year in Review
December 30, 2022 14:00 - 1 hour - 66 MBIn this episode, Frank and Andy reflect on the year that 2022. It was quite the year for all of us here at data driven media, both personally and professionally. You'll hear Frank and Andy go down a few rabbit holes around AI creativity and it takes them about an hour until the first Expanse reference. I'll cut them some slack since it's the holidays. -BAILeY
AWS ReInvent ReCap
December 05, 2022 14:00 - 37 minutes - 25.4 MBIn this livestream, Frank and Andy recap reinvent, the big AWS conference in Las Vegas. They both take a look at the AWS ecosystem from their heavily Azure centric perspective. However, in the end, data science is based on maths. And Maths is the ultimate platform agnostic platform. Wow! Say that ten times fast.
*AWS ReInvent* Walking Around the Expo Floor and the Robotic Bartender
November 29, 2022 14:00 - 16 minutes - 13.5 MBFrank is out at the big AWS show in Las Vegas. Apparently, having some seventy thousand attendees in one place wreaks havoc on Wifi and Cellular signals. As such, the stream drops out right after Frank talks to the guy at the AWS Green Grass booth demo. Such a pity. Now here's Frank live from the Expo floor at AWS Reinvent in Las Vegas.
*preInvent* Speaking at re:Invent 2022 about Red Hat OpenShift Data Science!
November 22, 2022 14:00 - 4 minutes - 3.11 MBIn this recent livestream, Frank explains his excitement about speaking at the upcoming AWS re-invent. The audio gets a little choppy. I tried to clean it up, but there's only so much I can do. I think I need more GPUs.
*Update* PASS Summit and AWS re:Invent
November 14, 2022 14:00 - 2 minutes - 1.68 MBAndy is currently in Seattle attending the PASS Summit and I will be headed to AWS re:Invent this year!