Data storage and management

Lecture 3 introduces data storage and its evolution. We reflect about the storage need and move from relational and non-relational storage concepts to current data architectures that support big data processing. We present the lakehouse concept and how to build it.

Department: Departamento de Matemáticas y Estadística - Facultad de Ciencias Exactas y Naturales

Institution: Universidad de Nariño

Date: June 13, 2026

Hours: 5

From: 07:00 am

To: 01:00 pm

HTML slides | Notebook - Individual | Notebook - Group

Week 2 links

Week 2 hub

Resources

Introductory Python course (optional video)
Introduction to data management (optional video)

References

Zuboff, S. (2019). The age of surveillance capitalism (Chapter 3). PublicAffairs. (Course PDF — same as week 1.)
Dwork, C. (2006). Differential privacy. ICALP 2006 (LNCS 4052).
Armbrust, M., et al. (2021). Lakehouse: A new generation of open platforms. CIDR ’21.
Stonebraker, M., & Çetintemel, U. (2010). “One size fits all”: An idea whose time has come and gone. DEABS.