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Free Resources

Curated videos, not random playlists

Hand-picked YouTube resources with focus notes — follow a roadmap, not random videos.

Resources

61

Curated videos

Free

40

No Pro needed

Languages

1

Levels

3

61 resources

SQL NULL Functions | COALESCE, ISNULL, NULLIF, IS (NOT) NULL | #SQL Course 18

Data with Baraa · 53 min · beginner · English

SQL NULL Functions | COALESCE, ISNULL, NULLIF, IS (NOT) NULL | #SQL Course 18

Beginner
SQL CASE WHEN Statement (Visually Explained) | #SQL Course 20

Data with Baraa · 36 min · beginner · English

SQL CASE WHEN Statement (Visually Explained) | #SQL Course 20

Beginner
10 SQL Projects for your Data Analyst Portfolio/Resume! Must DO

Data with Baraa · 14 min · beginner · English

10 SQL Projects for your Data Analyst Portfolio/Resume! Must DO

Different angle: concrete SQL portfolio project ideas to showcase on GitHub and in applications.

Beginner
How to Write a PERFECT Data Analyst Resume (To Get a Job!)

Luke Barousse · 16 min · beginner · English

How to Write a PERFECT Data Analyst Resume (To Get a Job!)

Packaging skills and projects into a credible, quantified resume that lands interviews.

Beginner
How to Limit Rows in SQL | LIMIT vs TOP vs FETCH FIRST

Database Star · 9 min · intermediate · English

How to Limit Rows in SQL | LIMIT vs TOP vs FETCH FIRST

Hands-on dialect gotcha: LIMIT (MySQL/Postgres) vs TOP (SQL Server) vs FETCH FIRST across engines.

Intermediate
SIMPLY EXPLAINED: MYSQL vs POSTGRESQL vs SQL SERVER

Studytonight with Abhishek · 11 min · intermediate · English

SIMPLY EXPLAINED: MYSQL vs POSTGRESQL vs SQL SERVER

Compares the three engines the role targets — strengths, use cases, and where they differ.

Intermediate
Database Engineer Interview Questions and Answers | How To Ace Your Interview Successfully

Interview Kickstart · 12 min · intermediate · English

Database Engineer Interview Questions and Answers | How To Ace Your Interview Successfully

Different angle: spoken Q&A on normalization, indexing, and performance tuning to practice answering verbally.

Intermediate
Databases in system design: SQL vs NoSQL, ACID vs BASE, Indexing, Sharding & Partitioning

Interview Pen · 22 min · intermediate · English

Databases in system design: SQL vs NoSQL, ACID vs BASE, Indexing, Sharding & Partitioning

Articulates ACID, indexing, and SQL-vs-NoSQL design tradeoffs the way a design interview probes them.

Intermediate
GAPS and ISLANDS in SQL Server

BeardedDev · 16 min · advanced · English

GAPS and ISLANDS in SQL Server

Different angle: the gaps-and-islands / consecutive-sequence pattern that trips up most candidates, solved with window functions.

Advanced
Top SQL interview Questions and Answers | Most Asked SQL Questions for Job interview

Apna College · 28 min · intermediate · English

Top SQL interview Questions and Answers | Most Asked SQL Questions for Job interview

Walks the recurring SQL interview problem types (ranking, top-N, joins, aggregation) and how to map a question to the right tool.

Intermediate
Build SQL Data Analyst Portfolio Project Step-by-Step Guide with Real Zepto Data

Amlan Mohanty · 33 min · intermediate · English

Build SQL Data Analyst Portfolio Project Step-by-Step Guide with Real Zepto Data

Second portfolio project on real Zepto data — end-to-end SQL analysis to showcase.

Intermediate
SQL Exploratory Data Analysis (EDA) Project | Full Hands-On Portfolio Project

Data with Baraa · 51 min · intermediate · English

SQL Exploratory Data Analysis (EDA) Project | Full Hands-On Portfolio Project

Full hands-on, portfolio-ready SQL EDA project to document and publish.

Intermediate
SQL For Data Analysis Full Portfolio Project with Practical [1Hour] | End-to-End SQL Project 2024

WsCube Tech · 60 min · intermediate · English

SQL For Data Analysis Full Portfolio Project with Practical [1Hour] | End-to-End SQL Project 2024

Hands-on portfolio project: load data and answer real business questions with advanced SQL (joins, aggregations, CTEs/window functions).

Intermediate
eCommerce Database Design: Diagram & Explanation

Database Star · 16 min · intermediate · English

eCommerce Database Design: Diagram & Explanation

Worked example applying the design process to a real e-commerce domain schema.

Intermediate
From Idea to Production-Ready Database Design (No More Mistakes!)

Jan Marshal · 23 min · intermediate · English

From Idea to Production-Ready Database Design (No More Mistakes!)

End-to-end workflow from domain requirements to a normalized, constrained, production-ready schema.

Intermediate
Pro only
Pro

freeCodeCamp.org · 60 min · intermediate · English

SQL Server Stored Procedures & Triggers: The Ultimate Guide

Hands-on guide to packaging logic in the database with stored procedures and triggers (T-SQL), with audit-log style examples.

Intermediate
Pro only
Pro

codebasics · 8 min · beginner · English

Difference Between SQL Views vs Materialized Views | Frequently Asked SQL Interview Question

Clear side-by-side of regular views vs materialized views: storage, freshness, and when to cache query logic.

Beginner
Pro only
Pro

Database Star · 15 min · intermediate · English

Understanding Explain and Explain Analyze in PostgreSQL

Walks through EXPLAIN vs EXPLAIN ANALYZE on Postgres and how to read the plan tree to diagnose slow queries.

Intermediate
Pro only
Pro

Hussein Nasser · 24 min · intermediate · English

what is a database index?

Conceptual deep-dive on how indexes shrink the search space and the read/write trade-off, from a respected database-engineering educator.

Intermediate
SQL Transaction Isolation Levels Explained Simply

Studytonight with Abhishek · 12 min · intermediate · English

SQL Transaction Isolation Levels Explained Simply

Optional deep dive: isolation levels, dirty/non-repeatable/phantom reads under concurrency

Intermediate
Transaction SQL tutorial | SQL Commit and Rollback | ACID Property in SQL | Edureka Rewind

edureka! · 20 min · beginner · English

Transaction SQL tutorial | SQL Commit and Rollback | ACID Property in SQL | Edureka Rewind

Transactions, COMMIT/ROLLBACK and the four ACID properties

Beginner
PostgreSQL Upsert Using INSERT ON CONFLICT statement

Knowledge 360 · 9 min · intermediate · English

PostgreSQL Upsert Using INSERT ON CONFLICT statement

Optional conflict-handling upsert via INSERT ... ON CONFLICT DO UPDATE

Intermediate
SQL DML Commands (Visually Explained) | INSERT, UPDATE, DELETE | #SQL Course 6

Data with Baraa · 25 min · beginner · English

SQL DML Commands (Visually Explained) | INSERT, UPDATE, DELETE | #SQL Course 6

Visual core DML: inserting, updating and safely deleting rows

Beginner
SQL DDL Commands - CREATE, ALTER, DROP TABLE - DEMO - Using ORACLE

Kishan Mashru · 18 min · beginner · English

SQL DDL Commands - CREATE, ALTER, DROP TABLE - DEMO - Using ORACLE

Optional hands-on demo executing DDL statements with data types in Oracle

Beginner
SQL DDL Commands (Visually Explained) | CREATE, ALTER, DROP | #SQL Course 5

Data with Baraa · 22 min · beginner · English

SQL DDL Commands (Visually Explained) | CREATE, ALTER, DROP | #SQL Course 5

Animated walkthrough of CREATE/ALTER/DROP TABLE and choosing data types

Beginner
Entity Relationship Diagram (ERD) Tutorial - Part 2

Lucid Software · 10 min · beginner · English

Entity Relationship Diagram (ERD) Tutorial - Part 2

Different angle: primary keys, foreign keys, and bridge tables in the context of ER modeling.

Beginner
Primary Key and Foreign Key Constraints in SQL

Database Star · 14 min · beginner · English

Primary Key and Foreign Key Constraints in SQL

Primary key and foreign key constraints with referential integrity explained in SQL.

Beginner
Learn Database Normalization - 1NF, 2NF, 3NF, 4NF, 5NF

Decomplexify · 28 min · intermediate · English

Learn Database Normalization - 1NF, 2NF, 3NF, 4NF, 5NF

Clear, example-driven walkthrough of every normal form and the anomalies each one eliminates.

Intermediate
Entity Relationship Diagrams

Decomplexify · 21 min · intermediate · English

Entity Relationship Diagrams

Deeper, methodical ER modeling: turning real-world requirements into entities, relationships, and cardinality.

Intermediate
Entity Relationship Diagram (ERD) Tutorial - Part 1

Lucid Software · 12 min · beginner · English

Entity Relationship Diagram (ERD) Tutorial - Part 1

Core ERD concepts: entities, attributes, and relationships; how to translate requirements into an ER model.

Beginner
Pro only
Pro

Jess Ramos · 14 min · intermediate · English

How to calculate a RUNNING TOTAL and MOVING AVERAGE in SQL! (Window Frames Explained)

Different angle: ROWS BETWEEN window frames for running totals and moving averages.

Intermediate
Pro only
Pro

Jess Ramos · 13 min · intermediate · English

Lead & Lag Window Functions in SQL (EXAMPLES INCLUDED)

LAG and LEAD for comparing a row to its neighbors; month-over-month / period-over-period analysis.

Intermediate
Pro only
Pro

BeardedDev · 12 min · intermediate · English

SQL Tutorial - Window Functions - Ranking

Different angle: SQL Server ranking functions including NTILE bucketing with practical queries.

Intermediate
Pro only
Pro

Jess Ramos · 16 min · intermediate · English

SQL Rank, Dense Rank, and Row Number Tutorial: Full Guide

Side-by-side comparison of ROW_NUMBER, RANK, and DENSE_RANK and how each handles ties within partitions; core for top-N / Nth-highest per group.

Intermediate
Pro only
Pro

BeardedDev · 14 min · intermediate · English

SQL Tutorial - Window Functions

Different angle: hands-on SQL Server walkthrough of the OVER clause with PARTITION BY and ORDER BY.

Intermediate
Pro only
Pro

Maven Analytics · 17 min · beginner · English

SQL Window Functions | Clearly Explained | PARTITION BY, ORDER BY, ROW_NUMBER, RANK, DENSE_RANK

Clear conceptual intro to OVER, PARTITION BY, ORDER BY by SQL Pocket Guide author Alice Zhao; shows how windows compute across rows without collapsing them.

Beginner
SQL UNION vs UNION ALL: Advanced Set Operations (INTERSECT, EXCEPT)

Data with Baraa · 20 min · intermediate · English

SQL UNION vs UNION ALL: Advanced Set Operations (INTERSECT, EXCEPT)

Different-angle: UNION vs UNION ALL duplicate handling and performance

Intermediate
SQL SET Operators (Visually Explained) | UNION, UNION ALL, EXCEPT, INTERSECT | #SQL Course 11

Data with Baraa · 30 min · intermediate · English

SQL SET Operators (Visually Explained) | UNION, UNION ALL, EXCEPT, INTERSECT | #SQL Course 11

Visual explanation of combining result sets vertically with all set operators

Intermediate
Master Employee Hierarchy in SQL: Recursive CTE Explained with Examples

Learn at Knowstar · 14 min · advanced · English

Master Employee Hierarchy in SQL: Recursive CTE Explained with Examples

Different-angle: building an employee-manager org chart with a recursive CTE

Advanced
SQL: Recursive CTE (Common Table Expression) and Its Usage in Hierarchical Data

BeardedDev · 18 min · advanced · English

SQL: Recursive CTE (Common Table Expression) and Its Usage in Hierarchical Data

Anchor + recursive member pattern for traversing hierarchical data

Advanced
CTE in SQL (Common Table Expression) | SQL WITH Clause | CTE Query Performance | Advanced SQL

techTFQ · 25 min · intermediate · English

CTE in SQL (Common Table Expression) | SQL WITH Clause | CTE Query Performance | Advanced SQL

Different-angle: CTE vs subquery and query performance considerations

Intermediate
SQL CTE (Common Table Expression) Full Guide | WITH Clause | #SQL Course 28

Data with Baraa · 35 min · intermediate · English

SQL CTE (Common Table Expression) Full Guide | WITH Clause | #SQL Course 28

Refactoring complex queries into readable WITH clauses

Intermediate
Subquery in SQL | Intermediate SQL tutorial | nested subquery

techTFQ · 30 min · intermediate · English

Subquery in SQL | Intermediate SQL tutorial | nested subquery

Different-angle: hands-on nested subqueries to break multi-step questions into pieces

Intermediate
SQL Subquery (Visually Explained) | Complete Guide with Correlated Subquery | #SQL Course 27

Data with Baraa · 38 min · intermediate · English

SQL Subquery (Visually Explained) | Complete Guide with Correlated Subquery | #SQL Course 27

Visual walkthrough of scalar, multi-row, and correlated subqueries with IN/EXISTS usage

Intermediate
Learn WHERE vs HAVING in SQL | SQL Interview Question

Joey Blue · 7 min · intermediate · English

Learn WHERE vs HAVING in SQL | SQL Interview Question

Clearly contrasts filtering rows (WHERE) before grouping vs filtering groups (HAVING) after GROUP BY.

Intermediate
SQL Group By - SQL Training Online - Quick Tips Ep12

SQL Training Online · 6 min · beginner · English

SQL Group By - SQL Training Online - Quick Tips Ep12

Short different-angle quick tip grouping data with aggregate functions in SQL Server.

Beginner
Want to Master SQL GROUP BY? Watch This Now

Database Star · 16 min · beginner · English

Want to Master SQL GROUP BY? Watch This Now

Deep dive into computing aggregates per category with GROUP BY (and intro to HAVING).

Beginner
Master SQL Aggregate Functions! COUNT, SUM, AVG, MAX, MIN | Beginner SQL Tutorial

Database Star · 14 min · beginner · English

Master SQL Aggregate Functions! COUNT, SUM, AVG, MAX, MIN | Beginner SQL Tutorial

Walks through COUNT, SUM, AVG, MIN, MAX with hands-on examples; includes GitHub SQL queries.

Beginner
SQL Interview - Employee Manager Hierarchy - Self Join

Data Engineering · 9 min · intermediate · English

SQL Interview - Employee Manager Hierarchy - Self Join

Different angle: classic employee/manager hierarchy self-join with table aliasing, framed as an interview question.

Intermediate
Special SQL Joins Tutorial - Natural, Cross, and Self: SQL for Beginners

Joey Blue · 15 min · intermediate · English

Special SQL Joins Tutorial - Natural, Cross, and Self: SQL for Beginners

Directly covers CROSS JOIN (Cartesian product) and SELF JOIN, plus NATURAL JOIN, with hands-on examples.

Intermediate