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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Build your Data Engineer Portfolio with ProjectPro! FAQs on Data Engineering Projects Top 30+ Data Engineering Project Ideas for Beginners with Source Code [2025] We recommend over 20 top data engineering project ideas with an easily understandable architectural workflow covering most industry-required data engineer skills.

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How to Become a Citizen Data Scientist in 2025?

ProjectPro

The Citizen Data Scientist is an individual who is not necessarily trained in data science or analytics but has the skills and tools to work with data and extract insights. Citizen data scientists leverage machine learning technology to build predictive or prescriptive analytics -based models.

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Generative AI for Finance-Use Cases and Examples

ProjectPro

From automating report generation and data analysis to tackling complex challenges like fraud detection and risk assessment, generative AI is revolutionizing operations. Beyond these applications, generative AI is also used to optimize investment portfolios, develop innovative financial products, and streamline regulatory compliance.

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How to Become a Marketing Project Manager?

Knowledge Hut

Proficiency in project management software like Asana, Trello, or Microsoft Project is invaluable, and staying updated through the best online Project Management courses is essential for continuous improvement Data Analysis: In today's data-driven environment, the ability to analyze data is an essential skill.

Project 98
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How to Become a Project Manager in 2024? [From Scratch]

Knowledge Hut

To become a project manager who is competitive and successful, you must have a deep understanding of how to use project management software, including project planning and scheduling tools, task tracking tools, and risk management tools. Look for a portfolio example or resume template from online resources to get started.

Project 98
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How to Become a Project Director? In 5 Simple Steps

Knowledge Hut

Data Analysis: Ability to analyze project data, metrics, and key performance indicators (KPIs) to assess progress and make informed decisions. Proficiency in using data analysis tools and techniques. offer the MPM program.

Project 96
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15 Data Warehouse Project Ideas for Practice with Source Code

ProjectPro

In subsequent operations, the Python program and all other dependencies are then downloaded and connected to the GCP account. Microsoft Azure allows developers to create, test, deploy, and manage applications and services using Microsoft-managed data centers. We first create a GCP service account, then download the Google Cloud SDK.