Introduction to Data System Design

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level
Intermediate
Subject
Data Science
Course Length
45 minutes
Subscription
Data Academy

Course Description

You will look at some existing system designs and analyze the reasons for specific design choices. The course will also cover how to design AI systems with some cases from designing general-purpose data storage systems too. This course is part of the Artificial Intelligence Infrastructure learning path - complete this path to learn how to build AI systems for enterprise.

Requirements

  • To complete the Artificial Intelligence Infrastructure learning path you should have intermediate knowledge of Python and Google Collab. You should also understand data preparation work as well as having a basic knowledge of common ML and AI algorithms and different databases such as MySQL, MongoDB, and Cassandra, and data formats for large collections of data. Knowledge of Spark is also useful.