The Data Stack Show

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.

Eric Dodds, a product leader with a rich background in startups and data-driven marketing, shares his transformative journey from aspiring doctor to product strategist. He reflects on the early influences that shaped his career, including a deep interest in statistics and psychology. Dodds discusses his experiences at a startup accelerator, the challenges of measuring community engagement, and balancing precision with intuition in data analysis. He offers invaluable advice for aspiring product managers, emphasizing the need to understand customer pain points and the importance of empathy in product strategy.

Matt Novak, known as The Cynical Data Guy, shares his sharp insights on data technology and governance. He discusses the pitfalls of SQL complexity and technical debt, and critiques the Data Mesh approach for often leading to chaos. The conversation highlights the importance of user expectations in dashboard development and the dynamics between technical and sales teams. Novak also humorously explores AI's quirks in prompt writing, while emphasizing collaboration and the role of optimization tools in addressing data challenges.

Misha Laskin, Co-founder of Reflection AI and a former DeepMind researcher, shares his journey from physics to AI. He discusses the transformative nature of artificial intelligence and its evolving role, particularly in autonomous coding and superhuman intelligence. Misha clarifies AGI and emphasizes the importance of effective evaluation metrics in AI projects. He also highlights the potential for AI to enhance human capabilities, offering practical insights into AI-augmented tools that assist programmers, especially beginners.

Dive into the fascinating journey from theoretical physics to the world of artificial intelligence. Discover how scientific challenges shape AI's evolution and the need for robust evaluation methods. The conversation reveals insights into AGI, superhuman intelligence, and the concept of autonomous coding. It's a captivating blend of science and technology that sparks curiosity about the future of AI.

Lew Dawson, an expert in marketing attribution and data stacks, shares his insights from Momentum Consulting. He discusses the conditions necessary for effective machine learning in marketing. The conversation dives into balancing simplicity with complexity in modeling, the challenge of ROI calculations, and how AI can transform customer data analysis. He highlights the importance of aligning data strategies with marketing goals, the intricacies of marketing attribution, and the hurdles of disparate API systems. It's a rich blend of practical advice and visionary thinking.

In this engaging discussion, Lew Dawson, a marketing attribution expert from Momentum Consulting, dives into the nuances of data tracking and conversion measurement. He emphasizes the importance of standardizing UTM parameters to enhance attribution accuracy and tackles the complexities of identity resolution across various platforms. Lew explores the challenges posed by technical issues like ad blockers, the significance of defining KPIs, and the role of machine learning in improving attribution accuracy. His insights are invaluable for anyone navigating the marketing data landscape.

In this engaging discussion, Lew Dawson, a MarTech consultant at Momentum Consulting, delves into the challenges surrounding marketing data attribution. He shares insights on the 'people problem' affecting data consistency and the importance of collaboration across departments. The conversation highlights the complexities of UTM parameters and their crucial role in data reliability. Lew also tackles identity resolution and the need for unique join keys to improve attribution accuracy. His anecdotes add a compelling layer, making the intricacies of data architecture relatable and insightful.

Dive into the fascinating world of data and marketing technology with insights from a special guest at Momentum Consulting. Discover the challenges of marketing attribution and its crucial impact on data-driven decisions. Learn how collaboration across various business sectors can enhance advertising strategies and boost conversion rates. This conversation unpacks a wealth of knowledge about navigating the complexities of data in the ever-evolving MarTech landscape.

Dive into an engaging discussion about the false hopes often faced by data professionals. Explore the naivety seen in junior analysts and the struggles with defining data in enterprise settings. Discover humorous insights on venture capital resolutions and the impact of emerging technologies on startups. Hear anecdotes about the evolution of leadership styles and the importance of analysis skills in driving data-driven decisions. This episode offers a candid look at the challenges and realities within the data landscape.