data engineering

The Fantastic thing about Space-Filling Curves: Understanding the Hilbert Curve

0. Introduction (SFC) are fascinating mathematical constructs with many practical applications in data science and data engineering. While they might sound abstract, they’re often hiding in plain sight—behind terms like Z-ordering or Liquid Clustering...

The Generalist: The Recent All-Around Kind of Data Skilled?

(or 2010s to be more precise) big-data boom brought the emergence of specialization in data roles. What was solely described as “Business Intelligence Engineer” was further broken down into Business Intelligence Engineers/Analysts, Data...

Every thing You Must Know In regards to the Recent Power BI Storage Mode

The aim of this text to offer the reply to the query: “Which one is ‘higher’ — Import or Direct Lake?” since it’s unattainable to reply, as there is no such thing...

Change-Aware Data Validation with Column-Level Lineage

tools like dbt make constructing SQL data pipelines easy and systematic. But even with the added structure and clearly defined data models, pipelines can still develop into complex, which makes debugging issues and...

Data Analyst or Data Engineer or Analytics Engineer or BI Engineer ?

If me for some time, you almost certainly know I began my profession as a QA engineer before transitioning into the world of data analytics. I didn’t go to high school for it,...

A Little More Conversation, A Little Less Motion — A Case Against Premature Data Integration

I talk over with organisations which have not yet properly began with Data Science (DS) and Machine Learning (ML), they often tell me that they should run an information integration project first,...

Anatomy of a Parquet File

Lately, Parquet has grow to be a normal format for data storage in Big Data ecosystems. Its column-oriented format offers several benefits: Faster query execution when only a subset of columns is being processed Quick calculation...

7 Powerful DBeaver Suggestions and Tricks to Improve Your SQL Workflow

DBeaver is probably the most powerful open-source SQL IDE, but there are several features people don’t learn about. On this post, I'll share with you many features to hurry up your workflow, with zero...

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