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High-Performance Data Analysis with Exasol
Introduction
Course Overview & What You'll Learn (2:29)
Getting Started with Exasol
What Is MPP & How Does It Work? (4:32)
Setting Up Exasol Personal on AWS (5:03)
Connecting to Exasol & Loading Your First Dataset (4:54)
Performance Optimization & Data Modeling
Distribution Keys, Partition Keys & Why Exasol Is Fast (5:59)
Cluster Scaling, Distribution Key Performance & Query Best Practices (10:10)
Running Python Inside the Database with User-Defined Functions (7:25)
Running AI & Machine Learning Inside Exasol
Setting Up the Exasol AI Lab (6:23)
Training a scikit-learn Model & Running Predictions from SQL (7:06)
Text Classification with a Hugging Face Model Inside Exasol (6:16)
MCP Use Case
Natural Language Queries with MCP & a Local LLM (4:08)
Summary
Summary and Outlook (2:46)
Cluster Scaling, Distribution Key Performance & Query Best Practices
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