Sitemap - 2021 - The Analytics Engineering Roundup
Saying true things is hard.
Ep 20: Tristan on the Hot Seat
It is people. It is people. It is people.
How big is this wave?
Ep 12: Bringing Streaming Data to Analysts w/ DeVaris Brown
Iterating on your data team
Data expertise everywhere.
Ep 11: Should great data people become managers or not? w/ David Jayatillake of Lyst
Modern data spaghetti. Brave data decisions. Data work ROI.
Decision Speed and One-Way Doors.
Ep 10: Why Data Lineage Matters w/ Julien Le Dem of OpenLineage
What's haunting your data warehouse?
Lots going on!! Metrics, Malloy, Sanity Checks, CTEs, and Making Good Decisions.
Ep 9: Friday Night (Data) Fights w/ Benn Stancil of Mode Analytics
LookML + Tableau. The metrics layer. Don't blame the customer.
Devops and the Modern Data Experience
Ep 8: Seth Rosen (Founder @ TopCoat + HashPath) on Becoming a Full-stack Data Analyst
A Recipe for Data Intuition
From Rows to People
Ep7: Brittany Bennett on Training the Next Generation of ‘Data for Good’ Practitioners @ Sunrise Movement
Your Data PM is not a panacea
Analytics is a Profession.
Ep 6: Caitlin Colgrove (CTO @ Hex) on the Magic of Building Data Apps Instead of Reports
Quasi-mystical arts of data & the modern data experience.
Data Mesh, Contracts, and Distributed Ownership.
Ep 5: Erik Bernhardsson on the Missing Tool in the Data Team's Toolbox
13 Questions. Specialization in the Data Team. Literate Programming. Data Catalogs. [#258]
Ep 4: Co-host Julia on the Hot Seat
Purple People! The Impact of Analysts. Management Seat Time. AlphaFold.
Ep 3: Brian Amadio On Experimentation @ Stitch Fix
The Magic of the Analyst. Fictional (but all-too-real) Data Teams. Technology is Not the Hard Part. [#256]
Ep 2: Venkat Venkataramani of Rockset on the Future of Real-time Analytics
New Podcast! Why Frameworks Matter. Firebolt's Fundraise. Metrics @ Pinterest. [#255]
Ep 1: Robert Chang on Scaling Metrics @ Airbnb
A New Name! Confluent. How to build a data company. Data Education. Break the rules! [#254]
Prioritizing Data Work. Focus on: Data Products! (Databricks, Firebolt, Airbyte, Continual...) [DSR #253]
Analytics is a Mess. Good DS, Bad DS. Analytics Engineering vs. Data Engineering. Understanding the Optimizer. [DSR #252]
Airbnb's Metrics Store. Plotting in Code. Systems Design (and Company Strategy!) in ML. [DSR #251]
The Metrics Layer. Speculative Fiction. What's Happening in a NN? Rockset. Open BI. Data-as-a-Product. [DSR #250]
Meltano's Singer SDK. Why Choose Open? Developing Junior Talent. Idempotence. The Grind. [DSR #249]
Data Culture @ Uber. How Things Work. Apprenticeship. GPT-3 Applications. [DSR #248]
Druid @ Reddit. Principles for Building a Data Catalog. Third-Party Cookies. AI Power Dynamics. [DSR #247]
Data Timeliness. Materialized Views. Reverse ETL. CONNECT BY. Communicating About Data. [DSR #246]
Why is it hard to be data-driven? ML Contracts. Superset at Scale. Quasi-Experiments. Databricks. [DSR #245]
Experimental Guardrails. Capital Markets for Data Products. DALL-E. Dashboard UX. RBAC(!?) [DSR #244]
Real-time ML. MLOps Tooling. The Analytics Engineer. Operationalizing AI Ethics. [DSR #243]
🎉 🥳🥂 Data Science Roundup Top 10 Posts of 2020 [DSR #242]