Sun.Jan 19, 2025

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How to Pick Between Data Science, Data Analytics, Data Engineering, ML Engineering, and SW…

Towards Data Science

Make the right choice for YOU Continue reading on Towards Data Science

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Algebraic Data Types and Pattern Matching with Java by Magnus Smith

Scott Logic

Introduction When we develop an application, we frequently need to model some aspect of business to describe and solve a business problem. We do this by creating a conceptual representation of the real-world problem that we are trying to solve. This allows us to understand the domain where our software operates. Domain Modelling Think of it like creating a blueprint before constructing a building.

Java 45
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The Concepts Data Professionals Should Know in 2025: Part 1

Towards Data Science

From Data Lakehouses to Event-Driven Architecture — Master 12 data concepts and turn them into simple projects to stay ahead in IT.

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How to Pick Between Data Science, Data Analytics, Data Engineering, ML Engineering, and SW…

Towards Data Science

Make the right choice for YOU Continue reading on Towards Data Science

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

article thumbnail

The Concepts Data Professionals Should Know in 2025: Part 1

Towards Data Science

From Data Lakehouses to Event-Driven Architecture — Master 12 data concepts and turn them into simple projects to stay ahead in IT.