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Data Flow in a Data Science Company
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Classroom Contents
SQLAlchemy as the Backbone of a Data Science Company
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- 1 Intro
- 2 Data Flow in a Data Science Company
- 3 Defining your Database Schema
- 4 Data Manipulation Language
- 5 Data Query Language
- 6 Using a Query Builder
- 7 Simple Query Builder Implementation
- 8 Composability and Reuse
- 9 Merge Statement SQLAlchemy
- 10 Testability
- 11 Testing against SQLite
- 12 Transaction/Rollback in your tests
- 13 Databse Reflection & Introspection
- 14 Security - Little Bobby Tables we call him
- 15 Database Migrations with Alembic
- 16 SQLAlchemy Exasol
- 17 Apache Arrow
- 18 Documentation
