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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: Cloud Storage
Status: Data Store
IntermediateCourse22 hours

Featured reviews

RR

Reviewed Apr 24, 2025

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

AK

Reviewed 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.

DS

Reviewed Jan 22, 2026

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

JT

Reviewed Oct 6, 2025

Just excellent all around (from a current practitioner)

YW

Reviewed Nov 18, 2024

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

All reviews

Showing: 13 of 13

Benjamin
3.0
Reviewed Nov 24, 2024
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5.0
Reviewed Jan 22, 2025
Eddie
5.0
Reviewed Aug 19, 2025
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5.0
Reviewed May 25, 2025
Robert
5.0
Reviewed Apr 25, 2025
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5.0
Reviewed Jan 23, 2026
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Reviewed Nov 18, 2024
rashid
5.0
Reviewed Nov 20, 2024
Jason
5.0
Reviewed Oct 7, 2025
Mildrien
5.0
Reviewed Dec 2, 2024
Vitor
5.0
Reviewed Aug 9, 2026
Péter
4.0
Reviewed Sep 16, 2025
Abdallah
1.0
Reviewed Jul 3, 2026