ProjectPro

JUNE 6, 2025

Data Engineering is gradually becoming a popular career option for young enthusiasts. That's why we've created a comprehensive data engineering roadmap for 2023 to guide you through the essential skills and tools needed to become a successful data engineer. Let's dive into ProjectPro's Data Engineer Roadmap!

Data Engineer 94

Data Engineer Data Engineering Engineering Amazon Web Services 94

Start Data Engineering

MAY 11, 2022

Data lake structure 5. Loading user purchase data into the data warehouse 5.2 Loading classified movie review data into the data warehouse 5.3 Prerequisite 4.2 AWS Infrastructure costs 4.3 Code walkthrough 5.1 Generating user behavior metric 5.4. Checking results 6. Tear down infra 7. Next steps 9.

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Data Engineer Data Engineering Project Data Lake 246

ProjectPro

JUNE 6, 2025

Unlock the power of your data with this comprehensive guide on how to design a data warehouse that delivers valuable insights to foster business growth! This also means businesses must design a data warehouse that is efficient enough to gain a competitive advantage. Identify relevant data sources.

Data Warehouse 40

Data Warehouse Designing Metadata Business Intelligence 40

ProjectPro

JUNE 6, 2025

Are you looking to choose the best cloud data warehouse for your next big data project? This blog presents a detailed comparison of two of the very famous cloud warehouses - Redshift vs. BigQuery - to help you pick the right solution for your data warehousing needs. billion by 2028 from $21.18

Data Warehouse 40

Data Warehouse Data Mining Google Cloud PostgreSQL 40

ProjectPro

JUNE 6, 2025

The worldwide data warehousing market is expected to be worth more than $30 billion by 2025. Data warehousing and analytics will play a significant role in a company’s future growth and profitability. Table of Contents What is Data Warehousing? Why Data Warehouse Projects Fail? So let's get started!

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Data Warehouse Coding Project Google Cloud 40

ProjectPro

JUNE 6, 2025

A Data Warehouse Schema is a structure that logically defines the contents of the Data Warehouse by making it easier to perform operations on it and maintain the Data Warehouse system. What is the Snowflake Schema in Data Warehouse?

Data Warehouse 40

Data Warehouse Relational Database Big Data Database 40

ProjectPro

JUNE 6, 2025

If you are planning to make a career transition into data engineering and want to know how to become a data engineer, this is the perfect place to begin your journey. Beginners will especially find it helpful if they want to know how to become a data engineer from scratch. in the following few sections. .”

Data Engineer 58

Data Engineer Data Engineering Engineering Amazon Web Services 58

ProjectPro

JUNE 6, 2025

The success or failure of a data warehouse project depends on the time taken to identify the right technology. You are likely to be aware of the two pioneers in data warehouse technologies, Snowflake and Google BigQuery , if you are a big data developer or simply a business owner who takes big data seriously.

Data Warehouse 40

Data Warehouse Cloud Google Cloud Big Data 40

ProjectPro

JUNE 6, 2025

“Data Lake vs Data Warehouse = Load First, Think Later vs Think First, Load Later” The terms data lake and data warehouse are frequently stumbled upon when it comes to storing large volumes of data. Data Warehouse Architecture What is a Data lake?

Data Lake 40

Data Lake Data Warehouse Cloud Hadoop 40

Data Engineering Podcast

JUNE 25, 2023

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management RudderStack helps you build a customer data platform on your warehouse or data lake. Support Data Engineering Podcast RudderStack also supports real-time use cases.

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Data Engineer Data Engineering Python Engineering 225

Simon Späti

MARCH 11, 2025

Many data engineers and analysts start their journey with Postgres. But data volumes grow, analytical demands become more complex, and Postgres stops being enough. But data volumes grow, analytical demands become more complex, and Postgres stops being enough.

Database 130

Database Data Warehouse Data Engineering Data Engineer 130

ProjectPro

JUNE 6, 2025

Data engineering is the foundation for data science and analytics by integrating in-depth knowledge of data technology, reliable data governance and security, and a solid grasp of data processing. Data engineers need to meet various requirements to build data pipelines.

AWS 52

AWS Data Engineer Data Engineering Project 52

Analytics Vidhya

APRIL 3, 2023

Real-time dashboards such as GCP provide strong data visualization and actionable information for decision-makers. Nevertheless, setting up a streaming data pipeline to power such dashboards may […] The post Data Engineering for Streaming Data on GCP appeared first on Analytics Vidhya.

Data Engineer 258

Data Engineer Data Engineering Engineering Data 258

Precisely

JANUARY 9, 2025

The goal of this post is to understand how data integrity best practices have been embraced time and time again, no matter the technology underpinning. In the beginning, there was a data warehouse The data warehouse (DW) was an approach to data architecture and structured data management that really hit its stride in the early 1990s.

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Data Integration Hadoop Data Warehouse Data Lake 119

Data Engineering Weekly

NOVEMBER 24, 2024

Editor’s Note: Launching Data & Gen-AI courses in 2025 I can’t believe DEW will reach almost its 200th edition soon. What I started as a fun hobby has become one of the top-rated newsletters in the data engineering industry. We are planning many exciting product lines to trial and launch in 2025.

Data Engineer 57

Data Engineer Data Engineering Engineering Insurance 57

ProjectPro

JUNE 6, 2025

In the thought process of making a career transition from ETL developer to data engineer job roles? Read this blog to know how various data-specific roles, such as data engineer, data scientist, etc., Therefore, the need for data engineers is overgrowing. Is ETL required for data engineer?

Data Engineer 59

Data Engineer Data Engineering Engineering ETL Tools 59

ProjectPro

JUNE 6, 2025

The demand for skilled data engineers who can build, maintain, and optimize large data infrastructures does not seem to slow down any sooner. At the heart of these data engineering skills lies SQL that helps data engineers manage and manipulate large amounts of data. use SQL, compared to 61.7%

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Data Engineer Data Engineering SQL Engineering 45

ProjectPro

JUNE 6, 2025

Microsoft offers Azure SQL Data Warehouse, a cloud-based data warehousing solution. It is one of the most reliable and efficient platforms and products in the data platform environment. This blog explores the Azure SQL Data Warehouse, its architecture, and its various features and benefits.

Data Warehouse 40

Data Warehouse SQL Architecture IT 40

Engineering at Meta

JANUARY 22, 2025

In order to build high-quality data lineage, we developed different techniques to collect data flow signals across different technology stacks: static code analysis for different languages, runtime instrumentation, and input and output data matching, etc. PyTorch ), workflow engines (e.g., Hack, C++, Python, etc.)

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Data Warehouse SQL Programming Language Data 116

Christophe Blefari

JANUARY 11, 2025

A few things to notice: Interest in AI grew by 190%, Prompt Engineering by 456%. Hybrid Kimball & OBT data modeling approach — This is maybe the most common setup I've seen the last 3 years. Analytics engineering at Netflix — (and part 2 ). From the traffic they get they draw market trends.

Data 130

Data Data Warehouse Programming Language Coding 130

ProjectPro

JUNE 6, 2025

Data engineering has become crucial to any modern organization's technology stack. The need for fast and efficient data processing is high, as companies increasingly rely on data to make business decisions and improve product quality. But what books should you read if you want to learn more about data engineering?

Data Engineer 45

Data Engineer Data Engineering Engineering Lambda Architecture 45

Christophe Blefari

MARCH 1, 2023

dbt Core is an open-source framework that helps you organise data warehouse SQL transformation. dbt was born out of the analysis that more and more companies were switching from on-premise Hadoop data infrastructure to cloud data warehouses. This switch has been lead by modern data stack vision.

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Data Warehouse SQL Metadata Raw Data 278

ProjectPro

JUNE 6, 2025

Data professionals who work with raw data, like data engineers, data analysts, machine learning scientists , and machine learning engineers , also play a crucial role in any data science project. The growing demand for data engineering jobs highlights their important role in driving innovation.

Data Engineer 59

Data Engineer Data Engineering Project Engineering 59

KDnuggets

OCTOBER 30, 2023

A comparative overview of data warehouses, data lakes, and data marts to help you make informed decisions on data storage solutions for your data architecture.

Data Lake 139

Data Lake Data Warehouse Data Storage Data 139

ProjectPro

JUNE 6, 2025

Previously, the spotlight was on gaining relevant insights from data, but recently, data handling has gained attention. Because of that, data engineer jobs have garnered recognition and popularity. Most of us must have used Google Drive to share data among peers at least once in a lifetime.

Data Engineer 49

Data Engineer Data Engineering Engineering Hadoop 49

ProjectPro

JUNE 6, 2025

This influx of data and surging demand for fast-moving analytics has had more companies find ways to store and process data efficiently. This is where Data Engineers shine! The first step in any data engineering project is a successful data ingestion strategy.

Data Ingestion 45

Data Ingestion Data Engineer Data Engineering Project 45

ProjectPro

JUNE 6, 2025

This blog will help you understand what data engineering is with an exciting data engineering example, why data engineering is becoming the sexier job of the 21st century is, what is data engineering role, and what data engineering skills you need to excel in the industry, Table of Contents What is Data Engineering?

Data Science 40

Data Science Data Engineer Data Engineering Engineering 40

ProjectPro

JUNE 6, 2025

This blog post provides an overview of the top 10 data engineering tools for building a robust data architecture to support smooth business operations. Table of Contents What are Data Engineering Tools? Dice Tech Jobs report 2020 indicates Data Engineering is one of the highest in-demand jobs worldwide.

Data Engineer 45

Data Engineer Data Engineering Engineering Kafka 45

Monte Carlo

OCTOBER 31, 2024

One job that has become increasingly popular across enterprise data teams is the role of the AI data engineer. Demand for AI data engineers has grown rapidly in data-driven organizations. But what does an AI data engineer do? Table of Contents What Does an AI Data Engineer Do?

Data Engineer 52

Data Engineer Data Engineering Engineering Unstructured Data 52

ProjectPro

JUNE 6, 2025

With over 175 full features service offerings, organizations are head hunting for AWS data engineers who can help them build and maintain the entire AWS cloud infrastructure to keep the applications up and running. Cloud platforms are becoming the new standard for managing an organization's data.

AWS 45

AWS Data Engineer Data Engineering Amazon Web Services 45

ProjectPro

JUNE 6, 2025

In recent years, you must have seen a significant rise in businesses deploying data engineering projects on cloud platforms. These businesses need data engineers who can use technologies for handling data quickly and effectively since they have to manage potentially profitable real-time data.

Data Engineer 40

Data Engineer Data Engineering Engineering Google Cloud 40

Snowflake

APRIL 2, 2025

Data storage has been evolving, from databases to data warehouses and expansive data lakes, with each architecture responding to different business and data needs. Traditional databases excelled at structured data and transactional workloads but struggled with performance at scale as data volumes grew.

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Data Lake Metadata Cloud Storage Data Warehouse 97

ProjectPro

JUNE 6, 2025

Becoming a data engineer can be challenging, but we are here to make the journey easier. In this blog, we have curated a list of the best data engineering courses so you can master this challenging field with confidence. Say goodbye to confusion and hello to a clear path to data engineering expertise!

Data Engineer 45

Data Engineer Data Engineering Cloud Engineering 45

Data Engineering Podcast

FEBRUARY 18, 2024

Summary A data lakehouse is intended to combine the benefits of data lakes (cost effective, scalable storage and compute) and data warehouses (user friendly SQL interface). Data lakes are notoriously complex. Visit [dataengineeringpodcast.com/data-council]([link] and use code *depod20* to register today!

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Data Lake High Quality Data Data Warehouse Google Cloud 262

Data Engineering Weekly

FEBRUARY 2, 2025

[link] Get Your Guide: From Snowflake to Databricks: Our cost-effective journey to a unified data warehouse. GetYourGuide discusses migrating its Business Intelligence (BI) data source from Snowflake to Databricks, achieving a 20% cost reduction.

Data Engineer 57

Data Engineer Data Engineering Engineering Data Lake 57

ProjectPro

JUNE 6, 2025

Welcome to our guide on How to Crack the Amazon Data Engineer Interview in 2024! million, Amazon heavily relies on data engineers for its success. With a 30% year-over-year increase in hiring data engineers, Amazon underscores its commitment to leveraging big data effectively.

Data Engineer 40

Data Engineer Data Engineering Engineering NoSQL 40

Christophe Blefari

JANUARY 20, 2024

Learn data engineering, all the references ( credits ) This is a special edition of the Data News. But right now I'm in holidays finishing a hiking week in Corsica 🥾 So I wrote this special edition about: how to learn data engineering in 2024. Who are the data engineers?

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