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Emerging Trends in Big Data Analysis for 2025

ProjectPro

This articles explores four latest trends in big data analytics that are driving implementation of cutting edge technologies like Hadoop and NoSQL. Niara is building its big data security analytics platform to detect many sophisticated threats that existing security tools cannot detect. during 2014 - 2020.

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Amazon RDS vs. DynamoDB-A Comprehensive Comparison

ProjectPro

The relational databases- Amazon Aurora , Amazon Redshift, and Amazon RDS use SQL (Structured Query Language) to work on data saved in tabular formats. Amazon DynamoDB is a NoSQL database that stores data as key-value pairs. NoSQL Document Database. Data Model Structured data with tables and columns.

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How to Crack Amazon Data Engineer Interview in 2025?

ProjectPro

Ensuring data security and compliance when handling sensitive information on AWS involves implementing robust encryption mechanisms, such as AWS Key Management Service (KMS), for data at rest and in transit. Poorly chosen distribution keys can lead to skewed data distribution, resulting in uneven query performance across nodes.

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How to Become A Data Modeler in 2025?

ProjectPro

Kickstart your data engineer career with end-to-end solved big data projects for beginners. What does a Data Modeler do? The data modeler builds, implements, and analyzes data architecture and data modeling solutions using relational, dimensional, and NoSQL databases.

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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. Database Variety: AWS provides multiple database options such as Aurora (relational), DynamoDB (NoSQL), and ElastiCache (in-memory), letting startups choose the best-fit tech for their needs.

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Database Refactoring Patterns with Pramod Sadalage - Episode 22

Data Engineering Podcast

Links Database Refactoring Website Book Thoughtworks Martin Fowler Agile Software Development XP (Extreme Programming) Continuous Integration The Book Wikipedia Test First Development DDL (Data Definition Language) DML (Data Modification Language) DevOps Flyway Liquibase DBMaintain Hibernate SQLAlchemy ORM (Object Relational Mapper) ODM (Object Document (..)

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Google BigQuery: A Game-Changing Data Warehousing Solution

ProjectPro

BigQuery has built-in security and encryption features, allowing users to keep their data secure. Source: Overview of BigQuery Architecture Google BigQuery Datatypes BigQuery supports all major data types present in Standard SQL. Q: Is BigQuery SQL or NoSQL? A: BigQuery is a hybrid system between SQL and NoSQL.

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