Deploying AI in the Enterprise: IT Approaches for Design, DevOps, Governance, Change Management, Blockchain, and Quantum Computing

© Eberhard Hechler, Martin Oberhofer, Thomas Schaeck 2020

E. Hechler et al.Deploying AI in the Enterprisehttps://doi.org/10.1007/978-1-4842-6206-1_3

3. Key ML, DL, and DO Concepts

Eberhard Hechler¹ , Martin Oberhofer² and Thomas Schaeck³

(1)

Sindelfingen, Germany

(2)

Boeblingen, Germany

(3)

Boeblingen, Germany

 

Following the AI evolution in the previous chapter, this chapter is devoted to key concepts of machine learning (ML), deep learning (DL), and decision optimization (DO). We don’t go into the details on the 101 of these concepts or mathematical and statistical science behind these areas; instead, we are discussing considerations about their practical application in enterprises or other organizations. It should serve as a high-level introduction for ...