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DataFramed

Latest episodes

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Oct 3, 2024 • 50min

#249 Towards Self-Service Data Engineering with Taylor Brown, Co-Founder and COO at Fivetran

Taylor Brown, Co-Founder and COO of Fivetran, shares insights on navigating the complexities of modern data engineering. He discusses the importance of selecting the right tools in an era of overwhelming options and emphasizes a hybrid approach to data centralization and decentralization. The conversation highlights the rise of self-service data analytics and the necessity of fostering analytical skills within teams. Additionally, Taylor explores AI's transformative role in data integration, making processes more efficient and enhancing overall organizational productivity.
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Sep 30, 2024 • 42min

#248 Effective Product Management for AI with Marily Nika, Gen AI Product Lead at Google Assistant

Marily Nika, the Gen AI Product Lead at Google Assistant, sheds light on the unique challenges of managing AI products. She discusses the ethical considerations crucial in AI development and the importance of adaptability through experimentation. Marily emphasizes the necessary skills for product managers, including user empathy and technical knowledge. The conversation also delves into achieving product-market fit by balancing user desirability, business viability, and technical feasibility while navigating the evolving landscape of AI.
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Sep 26, 2024 • 40min

#247 Aligning AI with Enterprise Strategy with Leon Gordon, CEO at Onyx Data

Leon Gordon, a leader in data analytics and AI and a Microsoft Data Platform MVP from the UK, discusses how businesses can effectively align their AI strategies with overarching goals. He shares insights on creating measurable AI use cases and emphasizes the importance of pilot projects for success. The conversation navigates the complexities of generative AI, data privacy, and enhancing operational efficiency with AI-driven automation. Leon also reflects on his unique journey from professional football to the data science world, highlighting the value of continuous learning.
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Sep 23, 2024 • 47min

#246 AI and the Future of Art with Kent Keirsey, Founder & CEO at Invoke

Kent Keirsey, a creative technologist and CEO of Invoke, dives into the surprising intersection of AI and the arts. He discusses how AI has transformed creative processes and highlights critical debates around intellectual property and the legal nuances of AI-generated content. Kent emphasizes the importance of human creativity amid technological advancements, predicting that new tools will enhance artistic expression while fostering the rise of independent creators. The conversation also explores how generative AI is reshaping media creation and the evolving role of artists.
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Sep 19, 2024 • 46min

#245 Can We Make Generative AI Cheaper? With Natalia Vassilieva, Senior VP & Field CTO & Andy Hock, VP, Product & Strategy at Cerebras Systems

Natalia Vassilieva, Senior VP & Field CTO, and Andy Hock, VP of Product & Strategy, at Cerebras Systems, dive into the challenges and innovations in generative AI. They discuss the evolution of AI and the importance of specialized processors for robust performance. Key topics include strategies for optimizing neural networks using sparsity, cutting costs in model training and inference, and the balancing act between cloud and local hardware solutions. Together, they envision a future of AI that's not just powerful but also cost-effective and efficient.
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Sep 16, 2024 • 39min

#244 Using Data to Optimize Costs in Healthcare with Travis Dalton and Jocelyn Jiang President/CEO & VP of Data & Decision Science at MultiPlan

Travis Dalton, President/CEO at MultiPlan, and Jocelyn Jiang, VP of Data & Decision Science, dive into the complex U.S. healthcare landscape. They discuss the crucial role of data and AI in enhancing cost transparency and empowering patient decision-making. The conversation highlights how decision trees can predict healthcare spending effectively and the need for early intervention to improve outcomes. They also address the ethical implications of data privacy and the transformative potential of data science in healthcare delivery.
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Sep 12, 2024 • 54min

#243 No-Code LLMs In Practice with Birago Jones & Karthik Dinakar, CEO & CTO at Pienso

Birago Jones and Karthik Dinakar from Pienso discuss the transformative power of no-code AI platforms. They explore how these tools empower subject matter experts to build AI solutions without coding skills, fostering innovation in enterprises. The conversation delves into the benefits of tailored generative models, the challenges of deploying AI in business settings, and the importance of user feedback in refining AI outputs. They also highlight the ethical implications, including data privacy, while emphasizing the synergy between AI and human creativity.
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Sep 9, 2024 • 50min

#242 Data Storytelling for Kids with Cole Nussbaumer Knaflic, Founder and CEO of Storytelling with Data

Cole Nussbaumer Knaflic, founder and CEO of Storytelling with Data and author of best-selling books on data visualization, discusses the transformative power of data storytelling for children. She explores how introducing kids to data literacy can erase limiting beliefs, fostering confidence in math. Through her delightful tale of Daphne the Data Dragon, children learn problem-solving and analytical thinking. Cole also emphasizes the importance of positive narratives in shaping attitudes, especially for young girls, and harnessing engaging visuals to make data fun.
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Sep 5, 2024 • 44min

#241 Getting Generative AI Into Production with Lin Qiao, CEO and Co-Founder of Fireworks AI

Lin Qiao, the CEO and Co-Founder of Fireworks AI, previously held significant roles at Meta and LinkedIn. She shares insights on transforming generative AI ideas into real-world applications. The discussion highlights the importance of fine-tuning models, selecting the right model sizes, and understanding cost implications. Lin also emphasizes collaboration between technical teams and product managers for successful AI deployment. The podcast concludes with exciting predictions for generative AI's future and its potential across various industries.
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Sep 2, 2024 • 39min

#240 Generative AI in the Enterprise with Steve Holden, Senior Vice President and Head of Single-Family Analytics at Fannie Mae

Steve Holden, Senior Vice President at Fannie Mae, dives into the world of generative AI and its transformative impact on financial services. He addresses the balance between innovation and regulatory challenges, emphasizing responsible implementation. Holden discusses the vital role of transparency and governance in AI integration while highlighting the importance of employee engagement for successful adoption. He also notes the need for skills transformation as workplaces adapt to AI technologies, ensuring a future-ready workforce.

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