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DataFramed

Latest episodes

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Nov 7, 2024 • 46min

#259 Getting the Data For Your Data-Driven Decisions with Jonathan Bloch & Scott Voigt

Jonathan Bloch, CEO of Exchange Data International, shares insights from his 40 years in financial data, alongside Scott Voigt, CEO of Fullstory, who specializes in behavioral data platforms. They discuss the critical balance of acquiring first-party vs. third-party data while navigating legal complexities. The conversation dives into how personalized experiences can be crafted from behavioral data, strategies for quality data sourcing, and the evolving landscape of data privacy regulations, especially in finance, to foster informed decision-making.
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Nov 4, 2024 • 36min

#258 Machine Learning for Ride Sharing at Lyft, with Rachita Naik, ML Engineer at Lyft

Rachita Naik, a Machine Learning Engineer at Lyft and a Columbia University grad, dives into the fascinating world of machine learning in ride-sharing. She discusses the complexities of ETA predictions and the real-time algorithms that keep users informed. With an emphasis on dynamic pricing and safety, Rachita addresses the challenges of late model deployment and latency issues faced by millions. She also highlights the innovative role of AI, particularly generative technologies, in enhancing customer interactions and driving continuous improvement at Lyft.
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Nov 1, 2024 • 45min

#257 Can You Use AI-Driven Pricing Ethically? with Jose Mendoza, Academic Director & Clinical Associate Professor at NYU

Dr. Jose Mendoza, Academic Director and Clinical Associate Professor at NYU, dives into the ethical complexities of AI-driven pricing. He discusses the tension between personalization and privacy, emphasizing consumer trust and transparency. The conversation unveils the challenges companies face in avoiding bias and ensuring fairness, especially in crisis-driven pricing. Mendoza underscores the importance of ethical guardrails in dynamic pricing models and advocates for clear communication to build lasting customer relationships.
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Oct 28, 2024 • 50min

#256 From Deep Learning to SuperIntelligence with Terry Sejnowski, Head of Computational Neurobiology at Salk Institute

Terry Sejnowski, a pioneering mind in computational neuroscience and head of the Computational Neurobiology Laboratory at Salk Institute, dives into the fast-evolving realm of AI. He discusses the parallels between AI development and early aviation, emphasizing the unpredictability of both fields. Terry explores the merging of AI and neuroscience, the transition from academia to industry, and the ethical challenges of superintelligence. He also highlights AI's potential in creative processes and the urgent need for regulation to ensure technology aligns with human values.
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Oct 24, 2024 • 46min

#255 Not Only Vector Databases: Putting Databases at the Heart of AI, with Andi Gutmans, VP and GM of Databases at Google

Andi Gutmans, VP and GM of Databases at Google, brings over 20 years of expertise in open-source and database technologies. He discusses the intertwining of generative AI and data, emphasizing how quality databases are crucial for AI success. Andi explores the evolution of cloud database solutions, innovative technologies like vector and graph databases, and their transformative potential for businesses. He also highlights practical AI applications in databases and the importance of strategic integration to enhance data-driven decision-making across organizations.
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Oct 21, 2024 • 46min

#254 Career Skills for Data Professionals with Wes Kao, Co-Founder of Maven

Wes Kao, co-founder of Maven and altMBA, shares her insights on vital career skills for data professionals. She emphasizes the importance of effective communication and context when presenting data to various audiences. Wes discusses navigating feedback and fostering a culture of constructive criticism. She highlights 'acting like an owner' and taking responsibility for outcomes in professional growth. The conversation also delves into optimizing meetings, mastering the art of managing upwards, and enhancing judgment and analytical thinking for better decision-making.
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Oct 17, 2024 • 38min

#253 The Infrastructure Supporting the Data Revolution with Saad Siddiqui, General Partner at Titanium Ventures

Saad Siddiqui, General Partner at Titanium Ventures, is a venture capitalist specializing in next-generation enterprise technology. In this engaging discussion, he dives into the importance of building a robust data infrastructure to support AI and data-driven insights. Topics include navigating the challenges of legacy systems, adapting to the generative AI revolution, and the necessity for continuous education in data literacy across teams. Saad also explores innovative trends in data security and the pivotal role of flexibility in modern data management.
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Oct 14, 2024 • 49min

#252 Is Big Data Dead? MotherDuck and the Small Data Manifesto with Ryan Boyd Co-Founder at MotherDuck

Ryan Boyd, Co-founder and VP of Marketing at MotherDuck, dives into the evolving landscape of data management. He advocates for the 'small data manifesto,' emphasizing the efficiency of manageable datasets over overwhelming big data. The conversation highlights the limitations of cloud computing and the advantages of local data workflows, showcasing tools like DuckDB for user-friendly data analysis. Boyd also explores the distinctions between transactional and analytic databases, promoting a simpler, more effective approach to data access and processing in today’s complex environment.
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Oct 11, 2024 • 48min

#251 The New Toolkit For CDOs with Adrian Estala, VP, Field Chief Data Officer at Starburst

Adrian Estala, VP and Field Chief Data Officer at Starburst, is a guru in digital transformation and data mesh strategies. He discusses the modern data stack's agility and sustainability, emphasizing the need for collaboration between data and business teams. Adrian highlights the significance of 'data products' for enhancing decision-making and user engagement. He also dives into the role of metadata in improving data quality and trust. Finally, he addresses the evolving skill sets required for data practitioners to navigate this complex landscape.
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Oct 7, 2024 • 48min

#250 How Data and AI are Changing Data Management with Jamie Lerner, CEO, President & Chairman at Quantum

Jamie Lerner, President and CEO of Quantum, dives into the transformative power of AI across various sectors, from entertainment to healthcare. He discusses how AI is reshaping video production with automated subtitling and enhances data management strategies for competitive advantage. Ethical implications of facial recognition are explored, as well as the urgent need to optimize storage solutions for massive amounts of data. Lerner emphasizes viewing data as a strategic asset, highlighting the potential of unstructured data in driving impactful insights.

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