Remove 2012 Remove Data Storage Remove NoSQL Remove Unstructured Data
article thumbnail

Spark vs Hive - What's the Difference

ProjectPro

Apache Hive Architecture Apache Hive has a simple architecture with a Hive interface, and it uses HDFS for data storage. Data in Apache Hive can come from multiple servers and sources for effective and efficient processing in a distributed manner. Hive , for instance, does not support sub-queries and unstructured data.

Hadoop 52
article thumbnail

How to Become a Data Engineer in 2024?

Knowledge Hut

Analyzing and organizing raw data Raw data is unstructured data consisting of texts, images, audio, and videos such as PDFs and voice transcripts. The job of a data engineer is to develop models using machine learning to scan, label and organize this unstructured data.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Top 14 Big Data Analytics Tools in 2024

Knowledge Hut

MongoDB This free, open-source platform, which came into the limelight in 2010, is a document-oriented (NoSQL) database that is used to store a large amount of information in a structured manner. Features: Data can be read from any format and is compatible with many programming languages, including SQL.

article thumbnail

Big Data Timeline- Series of Big Data Evolution

ProjectPro

The largest item on Claude Shannon’s list of items was the Library of Congress that measured 100 trillion bits of data. 1960 - Data warehousing became cheaper. 1996 - Digital data storage became cost effective than paper - according to R.J.T. Varian and Peter Lyman at UC Berkeley in computer storage terms.

article thumbnail

10 Best Big Data Books in 2024 [Beginners and Advanced]

Knowledge Hut

After carefully exploring what we mean when we say "big data," the book explores each phase of the big data lifecycle. With Tableau, which focuses on big data visualization , you can create scatter plots, histograms, bar, line, and pie charts.