Analytics Vidhya

JULY 22, 2022

BigQuery was first launched as a service in 2010, with general availability in November 2011. Since its inception, BigQuery has evolved into a more economical and fully managed data warehouse that can run lightning-fast […]. The post Google BigQuery Architecture for Data Engineers appeared first on Analytics Vidhya.

Data Engineering 344

Data Engineering Data Engineering Data Engineer Data Engineering 344

Analytics Vidhya

APRIL 28, 2023

Introduction Apache Kafka is an open-source publish-subscribe messaging application initially developed by LinkedIn in early 2011. It is a famous Scala-coded data processing tool that offers low latency, extensive throughput, and a unified platform to handle the data in real-time.

Apache Kafka 289

Apache Kafka Analytics Analytics Hadoop 289

Data Science Blog

JUNE 27, 2023

Big Data Analytics stands apart from conventional data processing in its fundamental nature. In the realm of Big Data, there are two prominent architectural concepts that perplex companies embarking on the construction or restructuring of their Big Data platform: Lambda architecture or Kappa architecture.

Big Data 130

Big Data Big Data Apache Kafka Database 130

AWS Machine Learning Blog

JUNE 18, 2024

This happens only when a new data format is detected to avoid overburdening scarce Afri-SET resources. Having a human-in-the-loop to validate each data transformation step is optional. Automatic code generation reduces data engineering work from months to days.

AWS 136

AWS AI AI Python 136

Pickl AI

MARCH 13, 2025

Kafka excels in real-time data streaming and scalability. Choose Kafka for big data, analytics, and event-driven applications. It allows applications to send, receive, and process data continuously, making it ideal for industries that rely on instant data updates.

Apache Kafka 52

Apache Kafka Big Data Big Data Data Pipeline 52

AWS Machine Learning Blog

APRIL 19, 2023

Streaming ingestion – An Amazon Kinesis Data Analytics for Apache Flink application backed by Apache Kafka topics in Amazon Managed Streaming for Apache Kafka (MSK) (Amazon MSK) calculates aggregated features from a transaction stream, and an AWS Lambda function updates the online feature store.

ML 98

ML ML Apache Kafka SQL 98

Kaggle

APRIL 20, 2020

I’m also a part-time software developer for 11ants analytics. In 2009 and 2010, I participated the UCSD/FICO data mining contests. Based on the information and assumptions above, I decided to mainly use data points from 2007 and 2008 for training my classifiers, which turns out to be a reasonable choice.

Algorithm 61

Algorithm Data Mining Data Mining Data Mining 61