Fundamentals of AI architecture

The field of artificial intelligence (AI) architecture encompasses various aspects that are crucial for the successful development and deployment of AI solutions. A solid architecture ensures that data is of high quality and relevant, models are trained effectively, platforms function efficiently, tools are used effectively, infrastructure is reliable, and interfaces are user friendly. This section provides an overview of the fundamentals of AI architecture, including its definition, the role of an AI architect, the importance of a solid architecture, and the essential components involved.

Firstly, let’s define AI architecture. AI architecture refers to the overall structure and design of an AI solution. It encompasses the various components and their interactions, such as data, models, platforms, tools, infrastructure, and interfaces. These components work together to enable the creation and deployment of AI systems that can perform specific...