The podcast is hosted by Chris Detzel and Michael Burke. They discuss regulating AI development and ethical issues around emerging technologies like large language models. Governments have historically been slow to regulate new technologies. AI development is advancing rapidly, so regulators need to be more proactive. Striking a balance between fostering innovation and ensuring responsible/ethical AI is tricky. Governments could provide incentives for ethical practices or collaborate with develo...
Jul 22, 2023•33 min•Ep. 22
The podcast episode of Data Hurtles, featuring hosts Chris Detzel and Michael Burke, along with guest Scott Taylor, known as the "Data Whisperer". We discuss challenges with data management and master data management (MDM) at large enterprises. Common issues include duplicate customer records, inconsistent hierarchies, lack of data governance and standards, and poor data quality overall. Scott talks about how to "sell" the value of MDM and data management to executives and stakeholders by focusi...
Jul 16, 2023•36 min•Ep. 21
In an engaging episode of "Data Hurdles," hosts Chris Detzel and Michael Burke converse with special guest, Lauren Maffeo, a service designer at Steampunk and the award-winning author of " Designing Data Governance from the Ground Up ." They delve into the critical importance of data governance in businesses, discussing the unique human-centered approach at Steampunk, a firm known for its design-centric solutions for the US federal government. They discuss Lauren's book, in which she shares her ...
Jul 07, 2023•26 min•Ep. 20
In the latest episode of the 'Data Hurdles' podcast, hosts Chris Detzel and Michael Burke sat down with Matthew Cox , a seasoned data industry professional, for an insightful discussion on the crucial role of data quality in business operations. Their conversation touched upon various facets of data quality, its importance, and how its management impacts businesses of all sizes. Decoding Data Quality: A Business Perspective Navigating the Data Quality Landscape: Lessons from History Improving Da...
Jul 01, 2023•44 min•Ep. 19
The podcast, featuring Chris Detzel and Michael Burke, delves into the crucial aspects of formulating and implementing a robust AI strategy for businesses. They discuss the significance of having an AI strategy, the process of formulating one, and how it should be intertwined with the overall business strategy. Check out this blog about AI Strategy: The Art of Navigating AI Strategy: Leadership, Vision and Beyond They also highlight the importance of identifying AI implementation areas, underlin...
Jun 24, 2023•33 min•Ep. 18
In this engaging podcast, Michael Burke, Chris Detzel, and Chris Pardo explore the journey to becoming a Chief Data Officer (CDO) through Pardo's experiences. Pardo's nonlinear career path traverses a range of companies and roles, starting with technical foundations at IBM, through business system understanding at Pervasive Software, and critical data comprehension at National Instruments. His extensive insights from Dun & Bradstreet, where he fostered partnerships with tech giants and contr...
Jun 17, 2023•28 min•Ep. 17
In this insightful podcast, Michael Burke and Chris Detzel engage in a comprehensive discussion about the role and importance of online communities in a business context. They explore various facets of community building and management, highlighting how it can benefit both the company and its customers. Detzel, drawing on his wealth of experience, underscores the value of online communities in enabling users to connect, collaborate, and resolve product-related issues. He indicates that these pla...
Jun 13, 2023•30 min•Ep. 16
In their engaging dialogue, Michael Burke and Chris Detzel delve into the world of Generative AI, exploring its potential, the challenges it presents, and the future it might shape. Generative AI, which creates novel and original content, unlike traditional AI that classifies or predicts existing data, is transforming various sectors, from text and music generation to video creation. Burke highlights the future of Generative AI lies in specialized models specifically designed for certain industr...
Jun 10, 2023•31 min•Ep. 15
In an enlightening conversation, hosts Chris Detzel and Michael Burke discuss with Alex Martonik from Esri, a renowned GIS software and services company, about the expansive applications of GIS data. Martonik expounds on how GIS technology improves precision in decision making across multiple industries, with applications ranging from site suitability analysis in real estate to understanding consumer behaviors in marketing. Further, Martonik highlights the role of GIS data in risk management, su...
Jun 06, 2023•33 min•Ep. 14
"Data Illuminated: Unraveling the Mastery of MDM with Matthew Cox" takes a deep dive into the world of Master Data Management. In this intriguing episode, our hosts Chris Detzel and Michael Burke engage with Matthew Cox, a seasoned expert and thought leader in data management. With a rich background spanning from engineering software to sales operations, Cox's journey into the data management realm offers a unique perspective on the challenges and solutions that define the industry. In the cours...
May 27, 2023•35 min•Ep. 13
When Christopher Detzel and Michael Burke sat down for their podcast episode, they had an in-depth conversation about the potential impact of the European Union's (EU) AI Act on open-source artificial intelligence (AI) technologies like large language models (LLMs). The conversation offers crucial insights into the implications of AI regulation, privacy concerns, and the future of the tech industry. Starting off on a lighter note, Detzel and Burke exchanged weekend plans, creating an informal at...
May 20, 2023•29 min•Ep. 12
In a recent podcast episode, Michael Burke and Christopher Detzel delve into the rapidly evolving world of large language models (LLMs), discussing their potential impacts on technology and society. The conversation explores the development and application of these models, touching on topics such as localized language models, IoT, democratization of AI, and potential future applications. Localized Language Models and IoT Localized language models, which can run locally on a device without an int...
May 13, 2023•29 min•Ep. 11
Chris Detzel and Michael Burke discussed the role of large language models (LLMs) in entity resolution, a process that identifies and links records referring to the same real-world entity. LLMs can improve accuracy and efficiency while addressing challenges like data quality and transparency. Key Points: LLMs enhance entity resolution by understanding context, processing unstructured data, and improving matching processes. Ethical considerations, including privacy and bias, are essential when us...
Apr 28, 2023•24 min•Ep. 10
The importance of data quality in business decisions and best practices for managing it effectively. It defines data quality as accurate, reliable, and relevant information for intended use cases. The importance of governance and ownership in data management is also explained through a waterworks system analogy. The need for cleansing, standardization, and enrichment to improve data quality. It also covers best practices for managing data quality, such as identifying relevant metrics, designing ...
Apr 21, 2023•31 min•Ep. 9
In the recent Data Hurdles podcast episode, hosts Michael Burke and Chris Detzel interview Kristof Holm from DataBlend, discussing the 3CX data breach orchestrated by North Korean hackers. The blog explores the key aspects of the breach, the response by the company, and the importance of proper security practices and communication in protecting businesses and individuals from cyber threats. Key Sections: The Breach and Its Impact: A detailed account of the 3CX breach, the Lazarus group's involve...
Apr 14, 2023•30 min•Ep. 8
In a conversation between Chris Detzel and Michael Burke, the importance of data literacy in making informed decisions across various aspects of life was emphasized. Data literacy helps individuals gain a competitive advantage by understanding and interpreting complex information. Applications of data-driven decision-making include diet, exercise, personal finance, and more. By learning tools like Excel or Google Sheets, individuals can become more data literate and make better choices in their ...
Apr 08, 2023•24 min•Ep. 7
This podcast episode talks about data pipelines, which are used to move data from one place to another and transform it into a more usable form. The podcast compares data pipelines to water pipelines, where raw data is like dirty water that needs to be cleaned and enriched. The podcast covers topics such as batch and real-time pipelines, serverless computing, ETL, and the challenges of building and managing data pipelines. Michael and Chris also discuss the importance of data quality, involving ...
Mar 31, 2023•40 min•Ep. 6
This Data Hurdles podcast episode discusses reinforcement learning in machine learning. The hosts define reinforcement learning as the process of decision making where the model learns an optimal behavior in an environment obtained by a reward. They use the analogy of a child learning how to engage with fire to explain this concept. The hosts also highlight some real-life examples of reinforcement learning being used in various fields, including gaming, robotics, marketing, healthcare, and finan...
Mar 25, 2023•21 min•Ep. 5
In this episode of the Data Hurdles podcast, Chris Detzel and Michael Burke interviewed Kristof Holm, CISO of a small integration platform as a service company called DataBlend . The discussion focused on the role of a Chief Information Security Officer (CISO) and the challenges that CEOs face in managing data and machine learning. Kristof emphasized the importance of balancing the trade-offs between security and accessibility, while keeping up with evolving regulations and compliance standards....
Mar 18, 2023•22 min•Ep. 4
We explore the concept of the data-driven consumer experience and how companies are using customer data to improve their products and services. We discuss the potential benefits and drawbacks of collecting customer data and how businesses can act responsibly with this information. We also explore how companies can measure the success of a data-driven customer experience initiative and the tools available to consolidate and analyze customer data. Ultimately, we conclude that while data can be mes...
Mar 11, 2023•31 min•Ep. 3
In this episode, Michael Burke and Chris Detzel discuss the role of data in machine learning and AI. They define machine learning as the process of identifying patterns in data to create value and AI as a computer's ability to make decisions on its own. They also explain that data science is the larger sphere that encompasses both of these fields. They then go on to discuss the role of data in machine learning and how it helps organizations make better decisions. Finally, they use the analogy of...
Mar 04, 2023•28 min•Ep. 2
Chris Detzel and Michael Burke recently sat down to discuss new technologies and their potential applications. In this podcast, they explore various topics, from AI language models to the challenges associated with sourcing information for machine learning models. In their first conversation, Chris and Michael introduce their podcast and discuss their backgrounds. Chris has worked in the technology space for a long time, with a focus on the community. Michael has been working in the data science...
Feb 20, 2023•39 min•Ep. 1
