Every narrated lesson in order. Tap any row to start there — playback continues
to the end of the course.
Q0 — Platform Foundations
1
The rename, and the three live doc treesAmazon Quick Sight (formerly QuickSight)
7 min
2
Editions, subscriptions, and rolesAmazon Quick Sight (formerly QuickSight)
8 min
3
Identity: the decisions you make onceAmazon Quick Sight (formerly QuickSight)
6 min
4
Regions, and where your assets actually liveAmazon Quick Sight (formerly QuickSight)
7 min
5
The asset hierarchyAmazon Quick Sight (formerly QuickSight)
7 min
Q1 — Data Sources and Connectivity
6
The landscape — what connects, from whereAmazon Quick Sight (formerly QuickSight)
6 min
7
Creating data sources through the APIAmazon Quick Sight (formerly QuickSight)
6 min
8
The AWS-managed sources — Athena, S3, and the two rolesAmazon Quick Sight (formerly QuickSight)
5 min
9
VPC connections — how the packets actually moveAmazon Quick Sight (formerly QuickSight)
6 min
10
The failures that look like network failuresAmazon Quick Sight (formerly QuickSight)
6 min
Q2 — SPICE Internals and Data at Scale
11
What SPICE is, and how it is sizedAmazon Quick Sight (formerly QuickSight)
8 min
12
The quotas that stop youAmazon Quick Sight (formerly QuickSight)
9 min
13
Ingestion mechanics and the failure taxonomyAmazon Quick Sight (formerly QuickSight)
10 min
14
Refresh strategy at scaleAmazon Quick Sight (formerly QuickSight)
8 min
15
When SPICE is the wrong answer — and talking to AWS SupportAmazon Quick Sight (formerly QuickSight)
9 min
Q9 — The Quick Suite AI Layer
16
What Quick is now — the pieces, the plans, the priceAmazon Quick Sight (formerly QuickSight)
7 min
17
Spaces, knowledge bases, and the Quick IndexAmazon Quick Sight (formerly QuickSight)
7 min
18
Quick chat and chat agentsAmazon Quick Sight (formerly QuickSight)
7 min
19
Topics, dashboard Q&A, and natural-language BIAmazon Quick Sight (formerly QuickSight)
7 min
20
Flows, Automate, and agentic developmentAmazon Quick Sight (formerly QuickSight)
8 min
21
Research, auditability, and running the meterAmazon Quick Sight (formerly QuickSight)
7 min
PS0 — PySpark
22
The Python/JVM boundaryLanguages — SQL, Python, PySpark
7 min
23
Lazy evaluation, transformations, and actionsLanguages — SQL, Python, PySpark
7 min
24
UDFs, Arrow, and pandas UDFsLanguages — SQL, Python, PySpark
8 min
25
Partitions, skew, and the shuffle you causedLanguages — SQL, Python, PySpark
7 min
26
Production PySpark — testing, structure, and AWSLanguages — SQL, Python, PySpark
8 min
SQL0 — SQL Foundations for Data Engineering
27
NULL and three-valued logicLanguages — SQL, Python, PySpark
7 min
28
Joins and the fan-out problemLanguages — SQL, Python, PySpark
7 min
29
Counting things correctlyLanguages — SQL, Python, PySpark
7 min
30
Deduplication and top-N per groupLanguages — SQL, Python, PySpark
7 min
31
Redshift is not PostgreSQLLanguages — SQL, Python, PySpark
8 min