Database Architecture

About the course

Databases are key storage solutions in every data driven business both today and in the future. AI solutions require a different approach in design, implementation, usage, and management of databases in modern days compared to traditional database implementations. In this badge, database architecture is described in a broad context, the way a database is designed and implemented, and how it affects usage and management of the database. This badge will teach you how to design, implement, and manage databases for multiple purposes following industry best practices and using state-of-the-art technologies.

Why this is for you

Data creation is growing exponentially leading to problems that many companies already experienced or will experience in the nearby future. The growth in data has a significant effect on AI solutions requiring a different approach in design, implementation, usage, and management of databases in modern days compared to traditional database implementations. Furthermore, rapid technological developments, enabling consumption of the huge amounts of data, have led to a broad selection of database types and configurations to choose from. Knowledge on modern database architecture is therefore key for AI Engineers and Data Scientists in order to optimally use databases as part of a scalable and robust AI solution.

For whom

This training is designed for Data Scientists, AI & Data Engineers who have completed the Data Models & Manipulation course and are keen to learn more about designing databases to create true impact from their data.

What you’ll learn

1. Choose the right storage solution for your use case.
2. Design databases for multiple purposes and implement the database in a scalable way.
3. Deal with the challenges in database management.

Theory and practical use

All trainings in the GAIn portfolio combine high-quality standardized training material with theory sessions from experts and hands-on experience where you directly apply the material to real-life cases. Each training is developed by top of the field practitioners which means they are full of industry examples along with practical challenges and know-how, fueling the interactive discussions during training. We believe this multi-level approach creates the ideal learning environment for participants to thrive.