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PODCAST

Data Driven

Data 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

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All Episodes

49:36

Danny Maloney on AI’s Leap to Marketing Mastery

Data Driven ·

2024/02/29

In 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 Notes06:16 Early days of prevalent AI

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51:40

Luke Diaz on Leveraging Data for Customer Retention...

Data Driven ·

2024/02/27

Welcome 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 and the

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56:10

Jeremy Utley on Crafting Smarter Conversations with AI

Data Driven ·

2024/02/19

Today, 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 using AI

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59:19

Rene Schulte on the Evolution of AI and Its Impact...

Data Driven ·

2024/02/13

In 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 Rene is no

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44:59

Ronen Dar on GPU Orchestration for Building ML Models

Data Driven ·

2024/02/05

In 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 usage,

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52:52

Devvret Rishi on Powering Real-World AI with...

Data Driven ·

2024/02/01

In 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 Notes04:36 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 Trends for Gen AI: creative

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36:25

Blake Reichenbach on Marketing, Curiosity, and the...

Data Driven ·

2024/01/16

In 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 his

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48:25

Max Sklar on Exploring AI, Data Science, and Local...

Data Driven ·

2024/01/03

In 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 journey into

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49:08

Navigating the Complexity of Operationalizing ML Models

Data Driven ·

2023/12/04

In 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 challenges

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41:49

Advanced Fraud Prevention in the Age of Artificial...

Data Driven ·

2023/11/29

In 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 episode

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02:03:51

Diving into Re:Invent 2023: Open Sourcing Dingo and...

Data Driven ·

2023/11/28

In 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 even

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01:04:46

OpenAI Drama, Open Source, and Andy's New Venture

Data Driven ·

2023/11/22

In 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 to the

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05:37

Two Hosts on Two Coasts

Data Driven ·

2023/11/15

Andy 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!

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54:06

Brennan Lamey on Entrepreneurship & Data Engineering...

Data Driven ·

2023/11/06

Welcome 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. From complex

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00:49

BAILeY Celebrates Guy Fawkes Night

Data Driven ·

2023/11/05

BAILeY recites the V laden introductory speed from V for Vendetta.Just for fun.TranscriptVoilà!In view, a humblevaudevillianveteran, castvicariouslyas both victim and villain by thevicissitudesof Fate. Thisvisage, no mereveneerofvanity, is avestigeof thevox populi, now vacant, vanished. However, thisvalorousvisitationof a by-gonevexationstandsvivified, and has vowed tovanquishthesevenalandvirulentverminvanguardingviceandvouchsafingthe violentlyviciousandvoraciousviolation ofvolition.The only verdict

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47:44

New Year in November, Podcast Backlog, and Scheduling...

Data Driven ·

2023/11/03

In 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 by you, our

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49:16

Nickolas Means on Software Engineering, Data...

Data Driven ·

2023/11/02

In 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.The

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54:46

Joe Baffone on the Role of Data in Transforming...

Data Driven ·

2023/10/30

In 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. We

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53:03

Data, Security, And Advanced Persistent Threats with...

Data Driven ·

2023/10/27

In 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.Linkshttps://www.securitythisweek.com/Show Notes[00:00:00] High-level hacking, OSINT, interconnectedness explored humorously.[00:04:54] OSINT

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08:36

Talking AI at OpenShift Commons Gathering in Raleigh

Data Driven ·

2023/10/18

Welcome 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 innovation, and why

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341 results

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