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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Build your Data Engineer Portfolio with ProjectPro! Create a service account on GCP and download Google Cloud SDK(Software developer kit). Then, Python software and all other dependencies are downloaded and connected to the GCP account for other processes. The data is then exported to a CSV file and uploaded to an AWS S3 bucket.

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15 Generative Adversarial Networks (GAN) Based Project Ideas

ProjectPro

Introduced in 2014 by Ian Goodfellow, GANs have shown tremendous success over the last few years in the field of Computer Science research with its groundbreaking applications. You can download the dataset from IMDB-WIKI. There is one concept common behind all these: GANs or Generative Adversarial Networks. PREVIOUS NEXT <

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Google Data Scientist Interview Questions To Get You Hired

ProjectPro

Data Science is at the heart of Google’s business model. Google Maps, for instance, is extensively used and has more than 5 Billion downloads. Access Data Science and Machine Learning Project Code Examples PREVIOUS NEXT < Similarly, the search engine processes over 40,000 search queries per second.

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50 Artificial Intelligence Interview Questions and Answers [2025]

ProjectPro

Download ProjectPro's AI interview questions questions and answers PDF and boost your chances of landing the job! What are some common misconceptions about AI? AI can mimic human intelligence: AI is based on statistical patterns, not reasoning like humans. Imagine you own a retail store.

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How to Become Data Scientist in 2024 [Step-by-Step]

Knowledge Hut

This career guide can assist you in taking the first steps toward a rewarding career in data science if you're wondering how to become a data scientist. What is Data Science? in Data Science, Computer Science, or a related field. Remember, practical experience is highly valuable in the field of data science.

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How to Become a DevOps Engineer

Knowledge Hut

Computer Science, IT, and Software Engineering are a few examples. Building end-to-end DevOps pipelines and adding them to a portfolio shows future employers that you understand software architecture and how to apply DevOps tools and technologies within the software development and release lifecycle.

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Best Online Courses with Certificates in 2024 [Free + Paid]

Knowledge Hut

Harvard University- CS50's Introduction to Computer Science Overview: This course introduces computer science's intellectual activities and the art of programming. Create a systematic, data-driven strategy for calculating predicted returns and risks for major asset classes and optimal portfolios.