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20 Best Open Source Big Data Projects to Contribute on GitHub

ProjectPro

In addition to analytics and data science, RAPIDS focuses on everyday data preparation tasks. This features a familiar DataFrame API that connects with various machine learning algorithms to accelerate end-to-end pipelines without incurring the usual serialization overhead.

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How To Choose Right AWS Databases for Your Needs

ProjectPro

They include relational databases like Amazon RDS for MySQL, PostgreSQL, and Oracle and NoSQL databases like Amazon DynamoDB. Types of AWS Databases AWS provides various database services, such as Relational Databases Non-Relational or NoSQL Databases Other Cloud Databases ( In-memory and Graph Databases).

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100+ Big Data Interview Questions and Answers 2025

ProjectPro

There are three steps involved in the deployment of a big data model: Data Ingestion: This is the first step in deploying a big data model - Data ingestion, i.e., extracting data from multiple data sources. RDBMS is a part of system software used to create and manage databases based on the relational model.

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Data Collection for Machine Learning: Steps, Methods, and Best Practices

AltexSoft

While today’s world abounds with data, gathering valuable information presents a lot of organizational and technical challenges, which we are going to address in this article. We’ll particularly explore data collection approaches and tools for analytics and machine learning projects. What is data collection?

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100+ Data Engineer Interview Questions and Answers for 2025

ProjectPro

Below are some big data interview questions for data engineers based on the fundamental concepts of big data, such as data modeling, data analysis , data migration, data processing architecture, data storage, big data analytics, etc.

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Top 21 Big Data Tools That Empower Data Wizards

ProjectPro

Table of Contents What are Big Data Tools? Why Are Big Data Tools Valuable to Data Professionals? Traditional data tools cannot handle this massive volume of complex data, so several unique Big Data software tools and architectural solutions have been developed to handle this task.

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15 Data Migration Projects for Consolidation

ProjectPro

You can leverage your data stored in Amazon S3 with other AWS services for analytics, machine learning, and further processing. Data Migration Project to Migrate and Sync Data Between Two Cloud Platforms in Real-time. What is a data migration project? How is ETL used in a Data Migration project?

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