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Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

Experience with using cloud services providing platforms like AWS/GCP/Azure. Knowledge of popular big data tools like Apache Spark, Apache Hadoop, etc. Good communication skills as a data engineer directly works with the different teams. To do that, a data engineer is likely to be expected to learn big data tools.

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A Comprehensive Guide on AWS CloudWatch For Data Experts

ProjectPro

AWS CloudWatch seamlessly integrates with over 70 AWS services for efficient monitoring and scalability. This blog is your one-stop destination for an AWS CloudWatch tutorial, as it highlights the benefits, features, use cases, AWS projects , and much more about this Amazon Web Services cloud monitoring service.

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Your Step-by-Step Guide to Become a Data Engineer in 2025

ProjectPro

Project Idea: Build Regression (Linear, Ridge, Lasso) Models in NumPy Python Understand the Fundaments of Cloud Computing Eventually, every company will have to shift its data-related operations to the cloud. And data engineers are the ones that are likely to lead the whole process. are prevalent in the industry.

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Top Big Data Tools You Need to Know in 2023

Knowledge Hut

The more effectively a company is able to collect and handle big data the more rapidly it grows. Because big data has plenty of advantages, hence its importance cannot be denied. Ecommerce businesses like Alibaba, Amazon use big data in a massive way. We are discussing here the top big data tools: 1.

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The Ultimate Guide to Getting Started with AWS Athena in 2025

ProjectPro

Microsoft SQL Server AWS Athena Microsoft SQL Server It is a tool for analyzing data on the Amazon S3 using SQL commands. It is compatible with JDBC, Amazon Glue, and Quicksight. It is best suited for organizations that use Amazon Web services. It is a tool for handling and analyzing databases.

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Azure Data Factory vs AWS Glue-The Cloud ETL Battle

ProjectPro

AWS Glue: Key Differences Let us explore the key differences between the services based on specific features such as pricing, SSIS, etc. It is important to note that both Glue and Data Factory have a free tier but offer various pricing options to help reduce costs with pay-per-activity and reserved capacity.

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AWS Glue-Unleashing the Power of Serverless ETL Effortlessly

ProjectPro

In fact, 95% of organizations acknowledge the need to manage unstructured raw data since it is challenging and expensive to manage and analyze, which makes it a major concern for most businesses. In 2023, more than 5140 businesses worldwide have started using AWS Glue as a big data tool.

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