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Snowflake Architecture and It's Fundamental Concepts

ProjectPro

This blog walks you through what does Snowflake do , the various features it offers, the Snowflake architecture, and so much more. Table of Contents Snowflake Overview and Architecture What is Snowflake Data Warehouse? Snowflake is a Data Warehouse solution that supports ANSI SQL and is available as a SaaS (Software-as-a-Service).

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Learn About the AWS Architecture In Detail with Best Practices

ProjectPro

As of 2021, Amazon Web Services (AWS) is the most popular vendor controlling 32% of the cloud infrastructure market share. Its closest competitors, Microsoft Azure and Google Cloud account for 29% of the total market share. How do I create an AWS Architecture?

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AWS vs GCP - Which One to Choose in 2025?

ProjectPro

So, are you ready to explore the differences between two cloud giants, AWS vs. google cloud? The Google trends graph above shows how the two technologies have increased over the years, with AWS maintaining a significant margin over GCP. But not long after Google launched GCP in 2008, it began gaining market traction.

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Cloudera Data Platform extends Hybrid Cloud vision support by supporting Google Cloud

Cloudera

CDP Public Cloud is now available on Google Cloud. The addition of support for Google Cloud enables Cloudera to deliver on its promise to offer its enterprise data platform at a global scale. CDP Public Cloud is already available on Amazon Web Services and Microsoft Azure.

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10+ Top Data Pipeline Tools to Streamline Your Data Journey

ProjectPro

Automation, often facilitated by technologies like ETL tools or event-driven architectures, is key for efficiency and reliability. Kafka's distributed architecture enables seamless scalability by allowing the addition of new nodes to the cluster. AWS Glue Pros Serverless architecture eliminates the need for infrastructure management.

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Top 10 MLOps Tools to Learn in 2025

ProjectPro

Project Idea: Work on this computer vision project that utilizes the VGG-16 convolutional neural network model to explore the different layers in its architecture. Refer to this Visualising CNN using Comet Google Colab notebook to understand the deployment of this CNN visualization project. You can envision pipelines in production.

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30+ Data Engineering Projects for Beginners in 2025

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.