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Author: James Densmore

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Data AnalysisPosted onOctober 30, 2022

The Over-Optimization of Everything

When I started my career in “data” back in 2010, the world was in the midst of an analytics revolution. The concept of “big data”…

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Data AnalysisPosted onDecember 6, 2021

The Year in Data and Analytics – 2021

Is that time already? Another year gone by? Well, what a year it has been. Every year at this time, I like to look back…

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Data AnalysisPosted onApril 25, 2021April 25, 2021

Breaking into Analytics – Finding Your Data Community

Recently, several people reached out to me asking how they can either break into a data role for the first time or make the jump…

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Data Pipelines Pocket Reference cover
AnnouncementsPosted onFebruary 21, 2021February 22, 2021

My New Book: Data Pipelines Pocket Reference

Over the past 9 months, I’ve been working on a book to be published by O’Reilly Media. This past week, Data Pipelines Pocket Reference was…

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Data EngineeringPosted onFebruary 15, 2021February 15, 2021

Why You Should Consider Data Contracts for Data Ingestions

In an ideal world, data engineers are presented with a source of ingesting data (the Extract and Load steps in ELT) from source systems that’s…

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database schema
Data AnalysisPosted onJanuary 18, 2021January 18, 2021

Data Warehouses are the Past, Present, and Future

The death of the data warehouse, long prophesied, seems to always been on the horizon yet never realized. Much like cold fusion power and fully…

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Data EngineeringPosted onDecember 21, 2020December 21, 2020

The Year in Data and Analytics – 2020

Deep breath. In and out. I’ve been doing a lot of that in 2020, and I know I’m not alone. I hesitated to write a…

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Data EngineeringPosted onNovember 28, 2020March 1, 2021

What is Apache Airflow? An Overview

Workflow management platforms are what data engineers use to schedule and coordinate the steps in a data pipeline – an activity sometimes referred to as…

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CollectionsPosted onNovember 23, 2020November 23, 2020

Free Books and Courses for Data Analysts

A collection of free books, courses, and videos for data analysts and analytics engineers. dbt Fundementals dbt is the hottest thing in the “T” in…

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Data EngineeringPosted onNovember 15, 2020November 15, 2020

Loading Data from S3 to into Snowflake

Loading data that’s been stored in an S3 bucket into a Snowflake data warehouse is an incredibly common task for a data engineer. In an…

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Recent Posts

  • The Over-Optimization of Everything
  • The Year in Data and Analytics – 2021
  • Breaking into Analytics – Finding Your Data Community
  • My New Book: Data Pipelines Pocket Reference
  • Why You Should Consider Data Contracts for Data Ingestions

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