Sitemap - 2023 - The Analytics Engineering Roundup
Should we even care about using LLMs to query enterprise data?
Ep 55: Data Mesh Architecture at Large Enterprises (w/ Moritz Heimpel and Ben Flusberg)
Semantic Layer as the Data Interface for LLMs
Ep 54: Data Vault and Enterprise Data Modeling (w/ Brandon Taylor and Michael Olschimke)
My first week with the new dbt.
Ep 53: Navigating AI Complexity (w/ Jonathan Frankle of MosaicML)
Three missions for the Community
EP 52: Career growth in data roles (w/ Hubspot's Kasey Mazza at Coalesce 2023)
America's Next Topological Model
Ep 50: Roche’s Data Transformation Journey (w/ Yannick Misteli)
Ep 49: The State of Databases Today (w/ Andy Pavlo - CEO of OtterTune)
Ep 48: Bring your own data to LLMs (w/ Jerry Liu of LlamaIndex)
I unknowingly built a (bad) Semantic Layer in 2018
Ep 47: Ramp's $8 billion data strategy (w/ Ian Macomber and Ryan Delgado)
Reading the Clouds. Llama 2 and Licensing.
problem exists between database and user
Ep 46: dbt Labs on dbt (w/ Daniel Le)
Ep 45: The arc of data innovation (w/ Bob Muglia, former CEO of Snowflake)
The real liability of data at scale
Winners and losers when you change a metric
The Threads Converge - the shaping of dbt multi-projects
Ep 44: Fun with Differential Privacy (w/ Ian Coe of Tonic.ai + Abhishek Bhowmick of Samooha)
OS layer not application layer - how data teams actually drive value
dbt-excel. A Symposium on Orchestration.
Ep 43: Julia, Pedram Navid + Taylor Murphy recap Data Council
Analytics and the craft of software engineering
Ep 42: Cloud Warehouse Cost Optimization (w/ Niall Woodward + Brad Culberson)
Ep 41: dbt Labs + Transform join forces on metrics (w/ Nick Handel + Drew Banin)
Two ways of measuring data team value
Values, community, and public performance.
Ep 40: What can generative AI do for data people? (w/ Sarah Nagy & Chris Aberger)
Analytics Intelligence Everywhere
Ep 39: 3rd party data and you (w/ Auren Hoffman)
LLM Implications on Analytics (and Analysts!)
Ep38: A romp through database history (w/ Postgres co-creator Mike Stonebraker + Andy Palmer)
Becoming an impact-oriented data team
There is no right way to build a data team
Ep 37: What does Apache Arrow unlock for analytics? (w/ Wes McKinney)