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Data Hurdles

Auteur(s): Michael Burke and Chris Detzel
  • Résumé

  • Data Hurdles is a captivating podcast that takes listeners on an enthralling journey through the multifaceted world of data, where technology and information intersect in intriguing and unanticipated ways. Hosted by Michael Burke and Chris Detzel, this podcast delves into an array of data-centric topics, such as data quality, data security, the revolutionary ChatGPT, data literacy, data pipelines, and the role of reinforcement learning data in machine learning. In addition to exploring AI, big data, and social justice, Michael and Chris share their experiences and insights on how these complex issues impact our lives. By inviting expert guests from diverse industries, each episode promises thought-provoking discussions and engaging storytelling, ensuring listeners walk away feeling informed, inspired, and eager to learn more about the rapidly evolving field of data. Join us at Data Hurdles and embark on an incredible journey that will change the way you perceive the importance and potential of data in shaping our world
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Épisodes
  • Pragmatic Approaches to Smart Data and AI Adoption with Founder of North Labs, Collin Graves
    Apr 7 2024

    In this episode of the Data Hurdles podcast, hosts Chris Detzel and Michael Burke interview Collin Graves, CEO and founder of North Labs, an AWS data and analytics partner based in Scottsdale, Arizona.

    Collin shares his background, starting with his military service and early exposure to cloud computing through Amazon Web Services (AWS) in 2007. He then discusses the founding of North Labs and its focus on helping industrial organizations, such as those in CPG, retail, and oil and gas, set data and AI strategies to drive business value.

    The conversation delves into North Labs' approach to smart data and AI adoption, emphasizing pragmatism and building strong foundations. Collin explains how North Labs differentiates itself by being an AWS-first company while still supporting tools like Snowflake when appropriate.

    Collin also shares his leadership philosophy, drawing from his military experience. He stresses the importance of struggling together, delegating effectively, and being gentle but firm. The discussion touches on maintaining customer service and excellence as a small company by being selective about projects and adhering to standard operating procedures.

    Looking to the future, Collin envisions North Labs as a leading non-GSI (Global System Integrator) partner for AWS customers in the data and AI space. The company aims to help organizations adopt technologies like GenAI in a measured, ROI-driven manner.

    Throughout the episode, Collin provides insights into navigating the evolving cloud landscape, the challenges faced by organizations of different sizes, and the importance of clear communication and strategic partnerships in driving successful data and AI initiatives.

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    33 min
  • The Future of AI in Product Design: Insights from Craft's Founder, Jeremy Merle
    Mar 27 2024

    In this episode of Data Hurdles, hosts Mike Burke and Chris Detzel interview Jeremy Merle, founder and partner at Craft, a digital product design studio. Jeremy shares his background in design and user experience, having worked with various Fortune 500 companies and startups, including his role as a founding designer at Brightcove, an online video platform.

    The conversation delves into Kraft's mission and vision, particularly in relation to AI. Jeremy explains how his company is investing in AI education and training for their team, as well as developing user experience principles based on their work with AI-focused products. He emphasizes the importance of creating exceptional user experiences and the need for a shared understanding of goals between Kraft and their clients.

    Jeremy discusses the early stages of AI integration in product design and the challenges that come with it, such as meeting users where they are in terms of their familiarity with the technology. He also touches on the potential for AI to automate certain tasks, allowing designers to focus on more strategic and conceptual work.

    The hosts and Jeremy explore the future of AI-powered user experiences, including personalized AI assistants that understand individual communication styles and needs. They also discuss the complexity of designing for such experiences, considering factors like security and user control.

    Throughout the episode, Jeremy emphasizes the importance of experimentation, challenging assumptions, and expanding one's network to stay ahead in the rapidly evolving AI landscape. The conversation also touches on the potential for startups to lead the way in AI integration, with larger companies potentially acquiring them to stay competitive.

    Overall, the episode provides insights into the challenges and opportunities that AI presents for digital product design, highlighting the need for designers to adapt and evolve their practices to create exceptional user experiences in an AI-driven world.

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    30 min
  • Unravel Data with Co-founder and CEO Kunal Agarwal: The Power of Data Observability
    Feb 19 2024

    In this compelling episode of the Data Hurdles podcast, hosts Chris Detzel and Michael Burke sit down with Kunal Agarwal, theCo-founder and CEO of Unravel Data, to delve into the fascinating realm of data observability. The conversation explores the challenges faced by organizations in managing complex data environments and how Unravel Data is leading the way in providing comprehensive solutions.


    Starting the discussion on a lighthearted note, Chris and Michael acknowledge the dedication of their guest, They express admiration for Kunal's commitment to the cause, which sets the stage for diving into the intricacies of data observability. Kunal begins by highlighting the origins of Unravel Data and its mission to simplify and optimize data pipelines. Drawing from his experience in the early days of Hadoop, he emphasizes the significance of making powerful data technologies accessible to a broader audience. By addressing issues such as security, governance, observability, and performance management, Unravel Data seeks to enhance the usability and efficiency of data environments. As the conversation progresses, Kunal and the hosts explore the evolution of data environments and the increasing need for observability. They discuss how data platforms now involve a broader range of users beyond just IT professionals, such as marketing, finance, and legal teams.

    Unravel Data has adapted its platform to cater to these changing dynamics, ensuring that it covers the entire data stack across different cloud platforms and services. A key aspect that sets Unravel Data apart is its effective utilization of artificial intelligence (AI) and machine learning. Kunal explains how the platform leverages algorithms and models to automatically detect issues, provide inferences, and suggest actionable insights. By presenting this information in plain language, Unravel Data empowers users, regardless of their technical expertise, to optimize their code, pipelines, and data sets. The conversation then shifts to the cultural dimension of implementing data observability. Kunal emphasizes the importance of incentivizing engineers and data professionals to proactively address inefficiencies and drive improvements.

    The hosts and Kunal discuss various approaches, including creating a sense of healthy competition through leaderboards or providing monetary rewards tied to cost savings. These strategies help foster a culture of continuous improvement and ownership within organizations. Looking to the future, the episode concludes with a visionary perspective on data observability. Kunal predicts that data applications will play an increasingly critical role in various industries, from transportation to banking and healthcare. With the potential impact of flawed data on human lives, the importance of observability becomes paramount. Unravel Data aims to be at the forefront, providing the insights and tools necessary to ensure smooth, reliable, and performant data operations. Listeners of this Data Hurdles podcast episode gain valuable insights into the importance of data observability and its potential to drive operational excellence. With Unravel Data at the forefront of this field, organizations can navigate the complex data landscape with confidence and optimize their data environments for long-term success.

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    23 min

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