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 Engineering Data Engineer 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.

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Apache Kafka Analytics Analytics Hadoop 289

Data Science Blog

MARCH 14, 2023

Big Data tauchte als Buzzword meiner Recherche nach erstmals um das Jahr 2011 relevant in den Medien auf. Big Data wurde zum Business-Sprech der darauffolgenden Jahre. In der Parallelwelt der ITler wurde das Tool und Ökosystem Apache Hadoop quasi mit Big Data beinahe synonym gesetzt.

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Big Data Big Data Apache Hadoop Data Science 147

Flipboard

JANUARY 20, 2025

The vaccine project also got him interested in learning more about industrial engineering and operations research, which uses mathematical modeling and analytical techniques to help complex systems run smoothly. He then earned a masters degree in operations research in 2012 from Columbia. Continuing education is important, Anand says.

Data Science 140

Data Science Data Scientist Exploratory Data Analysis Machine Learning 140

AWS Machine Learning Blog

JULY 15, 2024

in Mechanical Engineering from the University of Notre Dame. Max Goff is a data scientist/data engineer with over 30 years of software development experience. Cloud Engineer specializing in developing cloud native solutions and automation. Yaoqi Zhang is a Senior Big Data Engineer at Mission Cloud.

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AWS ML ML Big Data 120

Data Science Blog

JUNE 27, 2023

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. Thus, it is crucial for such companies to contemplate and decide which architectural approach best aligns with their goals.

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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.

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AWS AI AI Python 125