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DeepLearning.AI

Data Storage and Queries

In this course, you will learn about the raw ingredients and processes that are used to physically store data on disk and in memory. You’ll explore different storage systems, including object, block, and file storage, as well as databases, that are built on top of these raw ingredients. You’ll also get a chance to use the Cypher language to query a Neo4j graph database, and perform vector similarity search, a key feature behind generative AI and large language models. You will explore the evolution of data storage abstractions, from data warehouses, to data lakes, and data lakehouses, while comparing the advantages and drawbacks of each architectural paradigm. With hands-on practice, you will design a simple data lake using Amazon Glue, and build a data lakehouse using AWS LakeFormation and Apache Iceberg. In the last week of this course, you’ll see how queries work behind the scenes, practice writing more advanced SQL queries, compare the query performance in row vs column-oriented storage, and perform streaming queries using Apache Flink.

Status: Database Systems
Status: Cloud Storage
IntermediateCourse22 hours

Featured reviews

RR

5.0Reviewed Apr 24, 2025

This is a really excellent course covering a number of topics that anyone going into data engineering should be familiar with.

PS

4.0Reviewed Sep 15, 2025

Solid! bit of all but too in depth nor too practice oriented

YW

5.0Reviewed Nov 18, 2024

Insightful overview of a simple yet complicated concept such as storage and queries.

AK

5.0Reviewed May 24, 2025

Excellent course, Iceberg is still a new thing but the way the tutor take us from the need of data lake to data lake house and then iceberg it's great.

JT

5.0Reviewed Oct 6, 2025

Just excellent all around (from a current practitioner)

DS

5.0Reviewed Jan 22, 2026

Excellent course it like a read a large book with the same result and with hands-on experience

All reviews

Showing: 11 of 11

Benjamin Willow
3.0
Reviewed Nov 24, 2024
João Paulo Coelho Pinto
5.0
Reviewed Jan 22, 2025
Eddie Tsai
5.0
Reviewed Aug 19, 2025
Aamir Khan
5.0
Reviewed May 25, 2025
Robert Reid
5.0
Reviewed Apr 25, 2025
Diego Enrique Molina Sanchez
5.0
Reviewed Jan 23, 2026
Yosef Ardhito Winatmoko
5.0
Reviewed Nov 18, 2024
rashid ali
5.0
Reviewed Nov 20, 2024
Jason Dean Thomas
5.0
Reviewed Oct 7, 2025
Mildrien Isaac Horton
5.0
Reviewed Dec 2, 2024
Péter Szabó
4.0
Reviewed Sep 16, 2025