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Feb 13
YouTube, MCP, AI, ML and LLMs

MCP: Understand It, Set It Up, Use It

Learn what MCP (Model Context Protocol) is, how its three building blocks work, and how to set up remote and local MCP servers. Includes a real demo chaining MotherDuck and Notion MCP servers in a single prompt.

"MCP: Understand It, Set It Up, Use It" video thumbnail

9:09

"DuckDB's agent moment (Jordan Tigani)" video thumbnail

54:22

DuckDB's agent moment (Jordan Tigani)

Jun 18, 2026 • Jordan Tigani

Jordan Tigani helped build BigQuery, then left to bet that most data isn't actually big. Three years later, the agent era is making his case for him. In this conversation on The Analytics Engineering Podcast, he and host Tristan Handy talk about how MotherDuck and DuckDB fit together, why a single-node database makes more sense than you'd think for agents, and what it would actually look like to have a swarm of agents managing your data.

YouTube

AI, ML and LLMs

Interview

"No More Writing SQL for Quick Analysis" video thumbnail

0:09:18

No More Writing SQL for Quick Analysis

Jan 21, 2026 • Mehdi Ouazza

Learn how to use the MotherDuck MCP server with Claude to analyze data using natural language—no SQL required. This text-to-SQL tutorial shows how AI data analysis works with the Model Context Protocol (MCP), letting you query databases, Parquet files on S3, and even public APIs just by asking questions in plain English.

YouTube

Tutorial

AI, ML and LLMs

"Watch Me Deploy a DuckLake to Production with MotherDuck!" video thumbnail

Watch Me Deploy a DuckLake to Production with MotherDuck!

Dec 10, 2025 • Hoyt Emerson

In this video, Hoyt Emerson will show you the fastest way to get DuckLake into production using MotherDuck's beta implementation. If you've been following his DuckLake series, this is the next step you've been waiting for!

YouTube

Data Pipelines

Tutorial

MotherDuck Features

SQL

Ecosystem

"Can DuckDB replace your data stack?" video thumbnail

60:00

Can DuckDB replace your data stack?

Oct 23, 2025 • Ryan Boyd, Ryan Dolley

MotherDuck co-founder Ryan Boyd joins the Super Data Brothers show to talk about all things DuckDB, MotherDuck, AI agents/LLMs, hypertenancy and more.

YouTube

BI & Visualization

AI, ML and LLMs

Interview

"How to Efficiently Load Data into DuckLake with Estuary" video thumbnail

How to Efficiently Load Data into DuckLake with Estuary

Jul 26, 2025 • Jerel Navarrete, Jacob Matson, Daniel Palma

Learn how DuckLake, MotherDuck, and Estuary enable fast, real-time data integration and analytics with modern open table formats, cloud data warehousing, and no-code streaming pipelines.

YouTube

"Stay in Flow with MotherDuck's Instant SQL" video thumbnail

Stay in Flow with MotherDuck's Instant SQL

May 21, 2025 • Hamilton Ulmer, Jacob Matson, Jerel Navarrete

​Imagine writing SQL queries that give you instant visual feedback, transforming your entire data exploration experience. That's what Instant SQL enables with MotherDuck.

YouTube

"Faster Data Pipelines development with MCP and DuckDB" video thumbnail

Faster Data Pipelines development with MCP and DuckDB

May 13, 2025 • Mehdi Ouazza

Discover how the Model Context Protocol (MCP) accelerates data pipeline development with AI tools, DuckDB, and MotherDuck, streamlining schema discovery and code generation for data engineers.

YouTube

AI, ML and LLMs

"What If SQL Queries Returned Results Instantly?" video thumbnail

What If SQL Queries Returned Results Instantly?

Apr 23, 2025 • Mehdi Ouazza

With Instant SQL, the MotherDuck UI revolutionizes SQL development with instant query results, real-time debugging, and faster iteration—eliminating decades of delays for modern data professionals.

YouTube

"Where Data Science Meets Shrek: How BuzzFeed uses AI" video thumbnail

Where Data Science Meets Shrek: How BuzzFeed uses AI

Jan 21, 2025 • Gilad Lotan

Discover how BuzzFeed uses AI and embeddings to power creative content, viral experiments, interactive image generators, and data-driven headline optimization, blending human creativity with cutting-edge technology.

YouTube

"Can DuckDB revolutionize the data lake experience?" video thumbnail

16:37

Can DuckDB revolutionize the data lake experience?

Nov 22, 2024 • Mehdi Ouazza

Mehdi explores DuckDB as a catalog for Data Lake and Lakehouse pattern. He'll define what we mean by "data catalog", gives clear examples on how they work and dive into a pragmatic use case with DuckDB & MotherDuck.

YouTube

Data Pipelines

Sources

" Is BI Too Big for Small Data?" video thumbnail

17:03

Is BI Too Big for Small Data?

Nov 17, 2024 • Benn Stancil

BI tools promise deep insights, but most teams only get noise. Discover why the classic data story fails and how a new small-data playbook can help you find real meaning in your metrics.

YouTube

BI & Visualization

"Big Data is Dead: Long Live Hot Data 🔥" video thumbnail

25:18

Big Data is Dead: Long Live Hot Data 🔥

Nov 15, 2024 • Jordan Tigani

Over the last decade, Big Data was everywhere. Let's set the record straight on what is and isn't Big Data. We have been consumed by a conversation about data volumes when we should focus more on the immediate task at hand.

Talk

YouTube

"A duck in the hand is worth two in the cloud" video thumbnail

33:49

A duck in the hand is worth two in the cloud

Nov 8, 2024 • Jacob Matson, Guen Prawiroatmodjo

What if I told you that you could complete a JSON parse and extract task on your laptop before a distributed compute cluster even finishes booting up?

YouTube

BI & Visualization

AI, ML and LLMs

SQL

Python

Talk

"pg_duckdb: Postgres analytics just got faster with DuckDB" video thumbnail

14:18

pg_duckdb: Postgres analytics just got faster with DuckDB

Oct 25, 2024 • Mehdi Ouazza

Postgres analytics 10x faster?! 🤯 pg_duckdb is here! This open-source extension adds DuckDB's analytics to Postgres, supporting Parquet, CSV, Iceberg reads, and direct MotherDuck queries—all within Postgres!

YouTube

Ingestion

SQL

Ecosystem

"Machine learning and AI at MotherDuck" video thumbnail

29:54

Machine learning and AI at MotherDuck

Oct 23, 2024 • Till Döhmen

MotherDuck's Till Döhmen talks at DuckDB Meetup #1 Amsterdam about all the clever ways the AI team is extending SQL to include AI features.

YouTube

AI, ML and LLMs

Meetup

Talk

"Duckfooding at MotherDuck" video thumbnail

40:09

Duckfooding at MotherDuck

Oct 14, 2024 • Nick Ursa

In this talk at our MotherDuck NYC meetup [warning: bad sound], Nicholas Ursa talked about the paradigm shift from distributed computing and the Big data era to MotherDuck. He then explains how we build our internal data warehouse.

YouTube

Data Pipelines

Meetup

Talk

"A new paradigm for data visualization with just SQL + Markdown" video thumbnail

1:00:53

A new paradigm for data visualization with just SQL + Markdown

Sep 24, 2024 • Mehdi Ouazza, Archie Wood

Come to this Quack&Code where Mehdi will discuss data visualization with DuckDB/MotherDuck, specifically focusing on Evidence! Archie, who is building evidence.dev, will join us to share his wisdom on charts ;-)

BI & Visualization

YouTube

Quack & Code

"Is DuckDB the Secret to Unlocking Your GIS Potential?" video thumbnail

14:49

Is DuckDB the Secret to Unlocking Your GIS Potential?

Aug 29, 2024 • Mehdi Ouazza

In this video, ‪Mehdi walks you through the basics of working with geospatial data and introduces the DuckDB spatial extension. By the end, you will create your own heatmap using DuckDB, Python, and MotherDuck for sharing and scalability.

YouTube

Tutorial

"How to bootstrap a Data Warehouse with DuckDB" video thumbnail

27:49

How to bootstrap a Data Warehouse with DuckDB

Aug 19, 2024 • Guen Prawiroatmodjo

Guen Prawiroatmodjo, Software Engineer at MotherDuck, shares a talk at SciPy 2024 on how to bootstrap a data warehouse on your laptop using open source, including ETL, data pipelines, dashboard visualization, and sharing via the cloud.

YouTube

Talk

"Leveraging DuckDB and Delta Lake Together" video thumbnail

1:02:10

Leveraging DuckDB and Delta Lake Together

Jul 24, 2024 • Mehdi Ouazza, Holly Smith

Quack & Code on table formats and Delta Lake with Holly Smith from Databricks. Can you use DuckDB and MotherDuck to query your data lakehouse based on Delta Lake? Yes! And Delta Lake provides a better format than Parquet.

YouTube

Sources

Quack & Code

"What's new in DuckDB & MotherDuck 🦆" video thumbnail

0:33:54

What's new in DuckDB & MotherDuck 🦆

Jul 11, 2024 • Mehdi Ouazza

Join Mehdi Ouazza for a fun session to discuss all the new things in DuckDB and MotherDuck as of July 2024. He's flying solo this time for a special episode; he will quack but code too, so get ready!

YouTube

Quack & Code

MotherDuck Features

"Bringing DuckDB to the Cloud: Dual Execution Explained" video thumbnail

1:08:11

Bringing DuckDB to the Cloud: Dual Execution Explained

Jun 28, 2024 • Mehdi Ouazza, Stephanie Wang

Stephanie, founding engineer at MotherDuck, talks about what it takes to put a database in the cloud, specifically DuckDB as MotherDuck. Mehdi and Steph explain dual execution, showing how it works and use cases for the technology.

YouTube

Quack & Code

MotherDuck Features

"Fixing SQL Spaghetti :  Effective Refactoring Techniques" video thumbnail

1:03:13

Fixing SQL Spaghetti : Effective Refactoring Techniques

Jun 13, 2024 • Mehdi Ouazza, Lindsay Murphy

Lindsay Murphy and Mehdi tackle a big challenge for data professionals: dealing with old SQL scripts. How can we make messy SQL code easier to read and maintain? We'll discuss pragmatics things you can do, and we'll tackle an example.

YouTube

Quack & Code

SQL

"MotherDuck GA Produck Tour" video thumbnail

0:03:35

MotherDuck GA Produck Tour

Jun 12, 2024 • Nathaniel Thompson

Produck expert Nathaniel Thompson gives an overview of the MotherDuck cloud data warehouse and then takes you on a tour of executing queries, data profiling with Column Explorer, FixIt AI-powered query correction, dual query execution ++

YouTube

MotherDuck Features

"Boosting datasets discoverability for AI using DuckDB" video thumbnail

1:07:10

Boosting datasets discoverability for AI using DuckDB

May 31, 2024 • Mehdi Ouazza, Andrea Soria

Data is the foundation of any quality model, and discovering the right datasets is a crucial first step. In this Quack & Code session, Mehdi & Andrea Soria from HuggingFace show how to do just that.

YouTube

AI, ML and LLMs

Quack & Code

"DuckDB & Iceberg : The Future of Lightweight Data Management" video thumbnail

1:14:57

DuckDB & Iceberg : The Future of Lightweight Data Management

May 16, 2024 • Mehdi Ouazza, Brian Olsen

Join Brian Olsen from Tabular and Mehdi for a quack and code session exploring the world of table formats, with a special focus on Iceberg and DuckDB. They dive into the latest advancements and give a hands-on demonstration.

YouTube

Sources

Quack & Code

Ecosystem

"Ibis: One Library To Query Any Backend" video thumbnail

0:57:21

Ibis: One Library To Query Any Backend

May 10, 2024 • Mehdi Ouazza, Cody Peterson

Join Cody from Voltron Data and Mehdi to chat about the Ibis project! Ibis enables a single library to query many backends, including DuckDB, Snowflake, Spark, Polars and more.

YouTube

Ecosystem

"Unfinished Business: Re-inventing 'modern' data tools" video thumbnail

Unfinished Business: Re-inventing 'modern' data tools

May 1, 2024 • Jordan Tigani

Watch Jordan Tigani (MotherDuck) and Colin Zima (Omni) for a 🦆 quackingly 🦆 candid discussion about what the last generation of data tools got right and wrong, and why they both think they can build something even better this time.

YouTube

BI & Visualization

Interview

"Building Data Apps with MotherDuck" video thumbnail

0:01:25

Building Data Apps with MotherDuck

Apr 24, 2024 • Mehdi Ouazza

Unlock high-speed data apps with the MotherDuck Wasm SDK, reducing your cloud computing costs and improving latency by running queries in your web browser. 1.5 tier architecture.

YouTube

Wasm

MotherDuck Features

"Local Dev, Cloud Prod with Dagster and MotherDuck" video thumbnail

0:52:48

Local Dev, Cloud Prod with Dagster and MotherDuck

Apr 22, 2024 • Alex Monahan, Colton Padden

Develop locally and ship to production confidently with Dagster data pipelines, Evidence dashboards powered by DuckDB and Markdown, and the MotherDuck cloud data warehouse.

YouTube

Data Pipelines

"DuckDB & Mosaic : Interactive Insights on Large datasets" video thumbnail

1:11:53

DuckDB & Mosaic : Interactive Insights on Large datasets

Mar 15, 2024 • Mehdi Ouazza, Dominik Moritz, Jeffrey Heer

Quack and Code with Dominik Moritz (Carnegie Mellon University / Apple) & Jeffrey Heer (University of Washington) - academics researching and developing data visualization tools used by thousands of people around the world!

YouTube

BI & Visualization

Wasm

"DuckDB & dbt | End-To-End Data Engineering Project (2/3)" video thumbnail

0:37:25

DuckDB & dbt | End-To-End Data Engineering Project (2/3)

Mar 1, 2024 • Mehdi Ouazza

@mehdio is taking you to part 2 of this end-to-end data engineering project series: transform data using dbt and DuckDB! You will be leveraging all the in-memory capabilities of DuckDB to smooth your development process and deployment to t

YouTube

Data Pipelines

dbt

Tutorial

Ecosystem

"No SQL standard for 7 years ?!" video thumbnail

0:00:47

No SQL standard for 7 years ?!

Jan 22, 2024 • Mehdi Ouazza, Alex Monahan

This short of Mehdi with Alex Monahan discusses the lack of evolution of the SQL standard. “(SQL) stands for Structured Query Language, not Standard Query Language”

YouTube

Short

SQL

"Simple way to convert CSV and Parquet files" video thumbnail

0:01:00

Simple way to convert CSV and Parquet files

Jan 17, 2024 • Mehdi Ouazza

Want convert CSV to Parquet or vice versa? In this YouTube short, Mehdi shows you how to convert using DuckDB as a Swiss Army Knife to convert data formats.

YouTube

Short

Tutorial

"Friendly SQL with DuckDB" video thumbnail

0:54:38

Friendly SQL with DuckDB

Jan 5, 2024 • Alex Monahan, Mehdi Ouazza

Explore friendly and even friendlier SQL & DuckDB with Mehdi annd Alex Monahan! They discuss history, its future role in data and show some tips and tricks.

YouTube

SQL

Quack & Code

"Making PySpark code faster with DuckDB" video thumbnail

0:10:23

Making PySpark code faster with DuckDB

Nov 16, 2023 • Mehdi Ouazza

Mehdi demonstrates an experimental feature of DuckDB : running PySpark code with DuckDB engine ⚡ Note : This is not yet supported on MotherDuck

YouTube

Python

"Beyond Data Engineering ft. Joe Reis" video thumbnail

0:29:00

Beyond Data Engineering ft. Joe Reis

May 12, 2023 • Mehdi Ouazza, Joe Reis

Mehdi sat down with O’Reilly author Joe Reis to discuss different aspects of data engineering. They touched on the fears surrounding data, the critical role of communication, and more.

YouTube

Interview

Data Pipelines

"Big Data: Funeral or Renaissance?" video thumbnail

0:52:01

Big Data: Funeral or Renaissance?

Apr 20, 2023 • Jordan Tigani, Aditya Parameswaran, Aaron Elmore

Jordan Tigani of MotherDuck and Aditya Parameswaran of Ponder debate whether Big Data is Dead or not, inspired by Jordan’s blog post.

YouTube

Stream

"DuckDB Tutorial For Beginners" video thumbnail

0:11:25

DuckDB Tutorial For Beginners

Apr 4, 2023 • Mehdi Ouazza

Mehdi covers all the basics to get you up and running with DuckDB! Enjoy learning about installation, working flow, ecosystem and doing your first analysis.

YouTube

Tutorial