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Tag: Spark Streaming

Exploring real-time streaming for generative AI Applications | Amazon Web Services

Foundation models (FMs) are large machine learning (ML) models trained on a broad spectrum of unlabeled and generalized datasets. FMs, as the name suggests,...

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Top 20 Data Engineering Project Ideas [With Source Code]

Data engineering plays a pivotal role in the vast data ecosystem by collecting, transforming, and delivering data essential for analytics, reporting, and machine learning....

A side-by-side comparison of Apache Spark and Apache Flink for common streaming use cases | Amazon Web Services

Apache Flink and Apache Spark are both open-source, distributed data processing frameworks used widely for big data processing and analytics. Spark is known for...

Comparing Apache Spark and Apache Flink for common streaming use cases: An analysis by Amazon Web Services

Comparing Apache Spark and Apache Flink for Common Streaming Use Cases: An Analysis by Amazon Web ServicesIn the world of big data processing and...

Hands-On SQL Projects: Boost Your Skills and Portfolio

Table of contents Introduction Structured Query Language, or SQL, has undeniably carved its niche as an indispensable tool in the realm of...

Join a streaming data source with CDC data for real-time serverless data analytics using AWS Glue, AWS DMS, and Amazon DynamoDB | Amazon Web...

Customers have been using data warehousing solutions to perform their traditional analytics tasks. Recently, data lakes have gained lot of traction to become the...

10 Best Data Analytics Projects

Introduction Not a single day passes without us getting to hear the word “data.” It is almost as if our lives revolve around it. Don’t...

How Zoom implemented streaming log ingestion and efficient GDPR deletes using Apache Hudi on Amazon EMR | Amazon Web Services

In today’s digital age, logging is a critical aspect of application development and management, but efficiently managing logs while complying with data protection regulations...

Accelerating revenue growth with real-time analytics: Poshmark’s journey

This post was co-written by Mahesh Pasupuleti and Gaurav Shah from Poshmark. Poshmark is a leading social marketplace for new and secondhand styles for...

Build a Scalable Data Pipeline with Apache Kafka

Introduction Apache Kafka is a framework for dealing with many real-time data streams in a way that is spread out. It was made on LinkedIn...

Build a real-time GDPR-aligned Apache Iceberg data lake

Data lakes are a popular choice for today’s organizations to store their data around their business activities. As a best practice of a data...

Top 20 Big Data Tools Used By Professionals in 2023

Introduction Big Data is a large and complex dataset generated by various sources and grows exponentially. It is so extensive and diverse that traditional data...

Step-by-Step Roadmap to Become a Data Engineer in 2023

Introduction You must have noticed the personalization happening in the digital world, from personalized Youtube videos to canny ad recommendations on Instagram. While not all...

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