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Introduction to Data Engineering

Analytics Vidhya

Data engineering can be defined as literally every engineering work on data processing, analytics, visualization, etc. Before going deeper, let’s talk first about why data engineering is important…

Navigating the World of Data Engineering: A Beginner’s Guide.

Towards AI

A GLIMPSE OF DATA ENGINEERING ❤ IMAGE SOURCE: BY AUTHOR Data or data? No matter how you read or pronounce it, data always tells you a story directly or indirectly. Data engineering can be interpreted...

The Art of Data Engineering

Towards Data Science

Before your data science project can begin, you will need a dataset. Even once you have an initial dataset, you will likely need more data to improve your model down the road. There are many…

A Primer To Data Engineering

Analytics Vidhya

Data engineering is a truly intimidating field to those who are looking to venture into it. Whether you are a data analyst, data scientist, software developer, or even a product manager like myself…

The art of Data Engineering and ETL

Analytics Vidhya

Data engineering is the most crucial and first step towards data science. It combines both the data collection and analysis part. All your hypothesis and hidden trends are verified by the data. It is…...

Data Engineering for Software Engineers

Python in Plain English

This guide will help you to become a data engineer from a software engineer and how PySpark forces you to think differently than you did as a backend engineer. Data engineering is a hot new trend in…

Intro to Data Engineering for Data Scientists

Towards Data Science

During my past years of conducting interviews for my employers, I have found that fresh data science graduates often don’t have a good understanding of the data engineering side of the world. They…

The Complete Data Engineering Roadmap for beginners

Level Up Coding

Data and the ability to use it is what makes companies win in a world where each data point is priceless. We are facing an explosion of data and a very few people are skilled enough to handle it…

Data Engineering: A Formula 1-inspired Guide for Beginners

Towards Data Science

A Glossary with Use Cases for First-Timers in Data Engineering An happy Data Engineer at work Are you a data engineering rookie interested in knowing more about modern data infrastructures? I bet you...

Data Engineering: What is it?

Towards Data Science

Data Engineering is on a meteoric rise. As a proportion of jobs advertised in the UK, data engineering has more than doubled over that past two years. At 1.5%, that’s nearly 2,200 open positions. By…

Data Modelling For Data Engineers

Towards Data Science

Data modelling is an essential part of data engineering. In this story, I would like to talk about different data models, the role of SQL in data transformation and the data enrichment process. SQL is...

Data Engineering, Redefined

Towards Data Science

How data engineering is practiced today and why we should redefine it What is the Problem with Data Engineering Today? If you search for a clear definition of what data engineering actually is, you’l...

The brave new world of data engineering

Towards Data Science

Editor’s note: The Towards Data Science podcast’s “Climbing the Data Science Ladder” series is hosted by Jeremie Harris. Jeremie helps run a data science mentorship startup called SharpestMinds. You…

Modern Data Engineering

Towards Data Science

Platform Specific Tools and Advanced Techniques Photo by Christopher Burns on Unsplash The modern data ecosystem keeps evolving and new data tools emerge now and then. In this article, I want to talk...

Fledgling Data Engineering Project Part II: Analysis

Analytics Vidhya

I recently documented how I created a simple data engineering ETL project using twitter, python and AWS. Briefly, the project extracts data from yahoo finance and twitter, cleans it, and dumps it…

Data Basics Tutorial

Towards AI

Just as the name implies, data science is a branch of science that applies the scientific method to data with the goal of studying the relationships between different features and drawing out…

10 Things You Should Know As A Data Engineer

Level Up Coding

An overview of Data Engineer skills Continue reading on Level Up Coding

Data Engineering — the Cousin of Data Science, is Troublesome

Towards Data Science

We always deem data science as the “sexiest job of the 21st century”. When it comes to the transformation from a traditional company to an analytical company, either the company or the data…

Data Structures You Should Know as Data Engineer

ArjanCodes

In this short, I’ll arm you with the essential data structures every data engineer should know, so that you can improve your coding skills and your career can reach its full potential. 🚀 Next-Level P...

150+ Concepts Heard in Data Engineering

Towards Data Science

Data Engineering is an attractive field. It starts with you, a single data file, and a personal computer and ends with mountains of data and the majestic “cloud”. In this article, I’ve compiled a…

Data Engineering: Why It's About Much More Than Just the Tools You Use

Towards Data Science

Rethink Data Engineering Than Just Focusing On Tools Continue reading on Towards Data Science

Data Engineering Books

Towards Data Science

In this story, I would like to talk about data engineering books and resources that might be of interest to those who learn data engineering (DE). I realised that there aren’t many of them in the mark...

Java and Data Engineering

Towards Data Science

Data Engineering and Programming Skills When we think about data engineering, the first programming skills that usually come to mind are SQL and maybe Python. SQL is this well-known language for query...