196: Why Big Query Was a Big Deal, Observability AI, and How AI is Like a Guy at the Bar, Featuring David Wynn of Edge Delta
Jul 3, 2024
auto_awesome
David Wynn of Edge Delta discusses his career journey, challenges with time series data, BigQuery's importance, AI in observability, and how AI is like a guy at a bar. The episode covers learning different cloud platforms, coherence in GCP, support for Iceberg format in BigQuery, and AI's role in mental models.
BigQuery praised for user-friendly SQL API and data management capabilities.
Importance of hybrid approach combining traditional methods and AI in observability solutions.
Deep dives
Dave's Background and Experience in the Tech Industry
Dave Nguyen discusses his background, from early econometrics work at UPS to stints at startups in Silicon Valley and Google Cloud. He highlights his role in observability software at a new startup, showcasing his diverse experiences and expertise in the technology sector.
Benefits of BigQuery in Data Warehousing
Dave Nguyen praises BigQuery as one of the top cloud-based data warehouse products due to its user-friendly SQL API and seamless data management abilities. Comparing it to other products like Athena, he emphasizes the ease of data querying and scaling capabilities, making it efficient for varying data scales.
Challenges in Forecasting and Econometrics
Dave recalls his experience in econometrics at UPS during the 2008 recession, focusing on the challenges faced in forecasting shipping needs and adapting models to economic changes. He humorously narrates the transition into more sophisticated forecasting methods, shedding light on the operational intricacies and evolution of forecasting techniques.
The Evolution of Observability and AI in Data Analytics
The conversation delves into the complexities of observability data and the role of AI in anomaly detection and data analysis. Dave emphasizes a hybrid approach balancing traditional methods and machine learning in observability solutions. Skeptical of AI as a fix-all, he articulates the importance of human understanding and nuanced problem-solving in the evolving landscape of AI-driven analytics.
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.
Get the Snipd podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered podcast player
Listen to all your favourite podcasts with AI-powered features
Discover highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share & Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered podcast player
Listen to all your favourite podcasts with AI-powered features
Discover highlights
Listen to the best highlights from the podcasts you love and dive into the full episode