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Data Technologies
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Workshops
1 - Basic SQL
Relational databases
Select
Joins
Data
Advancing
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2 - Advanced SQL
Introduction
Views
CTE
Window Functions
Transactions
JSON
Full-text
Resources
3 - Database Design
Introduction
Conceptual design (ERD)
Physical design
Relations
Altering tables
Procedures & Triggers
Deleting tables
Security
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4 - Normalisation
Introduction
Anomalies
Dependencies
Normal forms
Higher normal forms
Performance
Resources
5 - Optimalisation
Introduction
Indexing
Materialized Views
Partitioning
Query optimization
Caching
Resources
6 - NoSQL databases
Introduction
Types of NoSQL databases
Working with key value databases
Working with sets
Working with nummeric values
In memory databases
Using redis as message bus
Resources
7 - Key Value Databases
Introduction
Working with documents
Schema less in mongodb
Schema design principles
Indexes
Aggegration
Recourses
8 - Graph databases
Introduction
Working with graph queries
Properties on relationships
Modify relationships
Resources
9 - Security and Privacy
Introduction
Access Control
Row Level Security
Privacy and Anonymization
Resources
Git standaard workflow
Project Cases
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Workshops
8 - Graph databases
Workshop 8 - Graph databases
Working with graph databases and Neo4j.
Table of contents
Introduction
Working with graph queries
Properties on relationships
Modify relationships
Resources