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DuckDB for Data Engineers: From Local to Cloud with MotherDuck
Introduction to DuckDB & MotherDuck
Welcome & Course Overview (1:28)
What Are DuckDB and MotherDuck? (2:23)
Setup & Installation (5:28)
Working with DuckDB Locally (CLI + UI)
Reading a CSV Locally (7:58)
Using the DuckDB UI (Notebook Style) (3:27)
Saving and Reusing Local Databases (3:39)
Connecting to and Working with MotherDuck
Attaching to MotherDuck (5:13)
Cloud Query Execution (6:15)
Comparing Local vs Cloud Compute (6:33)
Using MotherDuck via UI (3:48)
ELT Workflow with Python and DuckDB
Setting Up DuckDB in Python (3:19)
Reading and Transforming Data (6:23)
Writing Results Locally (3:12)
Scaling the Workflow with MotherDuck
Connecting Python to MotherDuck (2:58)
Reusing ELT with Remote Compute (4:12)
Hybrid Workflows (Local + Cloud) (6:47)
Bonus - Duck Lake Table Format
What is DuckLake? (1:58)
Creating & Querying Duck Lake Tables (7:08)
Wrap-up
Course Recap & Final Thoughts (1:36)
Comparing Local vs Cloud Compute
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