Dottorato di Ricerca in Ingegneria dell'Innovazione Tecnologica (Academic Year 2022/2023) - Digital Technologies for Industry 4.0

Course Introduction to Big Data

The course aims to provide a basic understanding of the various issues related to the management and analysis of Big Data, presenting the most widespread platforms currently.

The course will analyze various aspects related to the management and analysis of Big Data, with particular reference to the following aspects:

- Batch computation vs Streaming

- Real Time Analysis

- Python Pandas

- Notebook Jupyter

- Tidy dataset: R, Pandas e Apache Arrow

- Big Graph Data Processing: Pregel e Giraph

- Apache Spark e Storm

- Cassandra

Slide del corso

Mining of Massive Datasets - Jure Leskovec, Anand Rajaraman, Jeff Ullman – Cambridge University Press

Big Data, Big Dupe – Stephen Few – Analytics Press

Use of some data analysis platforms using the python language and Jupyter notebook.